Exploring data in MIMIC-III.
We use a slightly incorrect heuristic in comparing Careview and Metavision data, namely that patients registered in those systems may be recognized by whether the SUBJECT_ID < 40000
. This is wrong for patients with data in Metavision if the patient had been previously registered under Careview.
## Loading required package: DBI
D_ITEMS have a category and a label. We first examine the distribution of the distinct labels assigned to each category, along with their number.
item.summary <- dbGetQuery(con, "select category, count(*) c, group_concat(label separator ', ') from d_items where category is not null group by category")
kable(item.summary)
category | c | group_concat(label separator ‘,’) |
---|---|---|
1-Intubation/Extubation | 6 | Intubation, Percutaneous Tracheostomy, Unplanned Extubation (patient-initiated), Unplanned Extubation (non-patient initiated), Open Tracheostomy, Extubation |
2-Ventilation | 2 | Invasive Ventilation, Non-invasive Ventilation |
3-Significant Events | 20 | Transferred to Floor, Fluoroscopy, Nuclear Medicine, Ventricular Drain, Cardioversion/Defibrillation, Chest Pain, Cardiac Arrest, Chest Opened, OR Received, OR Sent, Pneumothorax, Fall, Respiratory Arrest, Unplanned Line/Catheter Removal (Non-Patient initated), Operation, Peritoneal Fluid, Brain Death, C-Spine Clearance, Unplanned Line/Catheter Removal (Patient Initiated), TLS Clearance |
4-Procedures | 29 | EEG, Lumbar Puncture, Bronchoscopy, EKG, Blakemore D/C, Blakemore Inserted, Cardiac Cath, Chest Tube Placed, Colonoscopy, Endoscopy, Hemodialysis, Liver Biopsy, Paracentesis, PEG Insertion, Percutaneous Drain Insertion, Pericardiocentesis, Radiation Therapy, Thoracentesis, Temporary Pacemaker Wires Discontinued, ICP Bolt Inserted, Intraventricular Drain Inserted, Esophogeal Balloon, Temporary Pacemaker Wires Inserted, ERCP, Plasma Pheresis., Drain Removed, Chest Tube Removed, Epidural Placement, Pericardial Drain Removed |
5-Imaging | 14 | CT scan, X-ray, Ultrasound, Venogram, Trans Esophageal Echo, Magnetic Resonance Imaging, Angiography, Transthoracic Echo, Abdominal X-Ray, Chest X-Ray, Cervical Spine, Pelvis, Interventional Radiology, TLS Spine |
6-Cultures | 11 | Blood Cultured, CSF Culture, Pan Culture, Sputum Culture, Urine Culture, Stool Culture, Wound Culture, BAL Fluid Culture, Pleural Fluid Culture, Nasal Swab, Rectal Swab |
7-Communication | 8 | Family meeting attempted, unable, Family meeting held, Family met with Case Manager, Family met with Social Worker, Family updated by MD, Family updated by RN, NEOB notified, Family notified of transfer |
ABG | 8 | Arterial Base Excess, Arterial CO2(Calc), Arterial PaCO2, Arterial PaO2, Arterial pH, HCO3, Art.pH, pH (Art) |
ABG’s | 15 | SaO2, zzzpH, ABG Chloride, ABG Potassium, ABG Sodium, ABG CHLOIRDE, ABG POTASSIUM, ABG SODIUM, BE, Hematocrit (35-51), Ion Calcium, PCO2, PO2, pCO2, pO2 |
Access Lines - Invasive | 312 | PICC Line Cap Change, PICC Line Insertion Date, PICC Line Change over Wire Date, PICC Line Dressing Change, PICC Line Tubing Change, PICC Line Site Appear, Multi Lumen Cap Change, Multi Lumen Change over Wire Date, Multi Lumen, PICC Line, Cordis/Introducer, Trauma line, CCO PAC, Dialysis Catheter, IABP line, Presep Catheter, Multi Lumen Dressing Change, Multi Lumen Insertion Date, Multi Lumen Site Appear, Multi Lumen Tubing Change, Multi Lumen Waveform Appear, Arterial line Cap Change, Arterial line Change over Wire Date, Arterial Line Dressing Change, Arterial line Insertion Date, Arterial line Site Appear, Arterial line Tubing Change, Arterial line Waveform Appear, Cordis/Introducer Cap Change, Cordis/Introducer Change over Wire Date, Cordis/Introducer Dressing Change, Cordis/Introducer Insertion Date, Cordis/Introducer Site Appear, Cordis/Introducer Tubing Change, PA Catheter, CCO PAC Site Appear, CCO PAC Tubing Change, CCO PAC Waveform Appear, CCO PAC Zero/Calibrate, Tunneled (Hickman) Line, CCO PAC Inser |
Access Lines - Peripheral | 53 | 22 Gauge, 20 Gauge, 16 Gauge, 18 Gauge, 22 Gauge Site Appear, 22 Gauge Reason Discontinued, 14 Gauge, 20 Gauge Reason Discontinued, 20 Gauge Site Appear, 18 Gauge Reason Discontinued, 18 Gauge Site Appear, 16 Gauge Reason Discontinued, 16 Gauge Site Appear, 14 Gauge Reason Discontinued, 14 Gauge Site Appear, RIC, 22 Gauge Insertion Date, 20 Gauge Insertion Date, 18 Gauge Insertion Date, 16 Gauge Insertion Date, 14 Gauge Insertion Date, RIC Insertion Date, RIC Reason Discontinued, RIC Site Appear, 14 Gauge placed in outside facility, 16 Gauge placed in outside facility, 18 Gauge placed in outside facility, 20 Gauge placed in outside facility, 22 Gauge placed in outside facility, RIC placed in outside facility, 22 Gauge Dressing Occlusive, RIC Dressing Occlusive, 14 Gauge Dressing Occlusive, 16 Gauge Dressing Occlusive, 18 Gauge Dressing Occlusive, 20 Gauge Dressing Occlusive, 14 G Phlebitis Scale, 14 G Infiltration Scale, 16 G Phlebitis Scale, 16 G Infiltration Scale, 18 G Phlebitis Scale, 18 G Infiltration Sc |
Adm History/FHPA | 50 | Date of Admission to Hospital, Past medical history, Is the spokesperson the Health Care Proxy, Unable to assess psychological, Living situation, Any fear in relationships, Emotional / physical / sexual harm by partner or close relation, Social work consult, Pregnant, Pregnancy due date, Post menopausal, Unable to assess cognitive / perceptual, Visual / hearing deficit, Interpreter, Unable to assess activity / mobility, Self ADL, History of slips / falls, Balance, Judgement, Use of assistive devices, Intravenous / IV access prior to admission, Unable to assess habits, ETOH, Tobacco use, Recreational drug use, Unable to assess pain, Currently experiencing pain, Unable to assess nutrition / education, Difficulty swallowing, Appetite, Special diet, Unintentional weight loss >10 lbs., Dialysis patient, Last dialysis, Unable to assess teaching / learning needs, Teaching directed toward, Discharge needs, Consults, Patient valuables, Money given to hospital cashier, See chart for initial patient assessment, Cash am |
ADT | 11 | ICU Admission date, Date of Birth, Discharge Date/Time, Expected Discharge Date, Religion, Language, Race, Gender, Marital Status, Hospital Admit Date, Patient Location |
Alarms | 32 | Heart rate Alarm - High, Heart Rate Alarm - Low, Arterial Blood Pressure Alarm - Low, Arterial Blood Pressure Alarm - High, Pulmonary Artery Pressure Alarm - High, Pulmonary Artery Pressure Alarm - Low, Central Venous Pressure Alarm - High, Central Venous Pressure Alarm - Low, Minute Volume Alarm - Low, Minute Volume Alarm - High, Non-Invasive Blood Pressure Alarm - Low, Intra Cranial Pressure Alarm - High, Intra Cranial Pressure Alarm - Low, O2 Saturation Pulseoxymetry Alarm - High, O2 Saturation Pulseoxymetry Alarm - Low, Non-Invasive Blood Pressure Alarm - High, Resp Alarm - High, Resp Alarm - Low, Parameters Checked, Alarms On, SpO2 Desat Limit, ABP Alarm Source, NBP Alarm Source, PAP Alarm Source, ART Blood Pressure Alarm - High, ART Blood Pressure Alarm - Low, ART Blood Pressure Alarm Source, Cerebral Perfusion Pressure Alarm - High, Cerebral Perfusion Pressure Alarm - Low, Intra Cranial Pressure #2 Alarm - High, Intra Cranial Pressure #2 Alarm - Low, ST Segment Monitoring On |
ANTIBACTERIUM | 31 | PENICILLIN, PENICILLIN G, AMPICILLIN, CEFAZOLIN, ERYTHROMYCIN, CLINDAMYCIN, TRIMETHOPRIM/SULFA, CHLORAMPHENICOL, NITROFURANTOIN, TETRACYCLINE, GENTAMICIN, TOBRAMYCIN, AMIKACIN, VANCOMYCIN, OXACILLIN, CEFTAZIDIME, CEFTRIAXONE, CIPROFLOXACIN, IMIPENEM, PIPERACILLIN, AMPICILLIN/SULBACTAM, CEFUROXIME, CEFPODOXIME, LEVOFLOXACIN, PIPERACILLIN/TAZO, RIFAMPIN, CEFEPIME, MEROPENEM, DAPTOMYCIN, LINEZOLID |
Antibiotics | 51 | Vancomycin, Acyclovir, Ambisome, Amikacin, Ampicillin, Ampicillin/Sulbactam (Unasyn), Atovaquone, Azithromycin, Aztreonam, Caspofungin, Cefazolin, Cefepime, Ceftazidime, Ceftriaxone, Chloroquine, Ciprofloxacin, Clindamycin, Colistin, Daptomycin, Doxycycline, Erythromycin, Ethambutol, Fluconazole, Foscarnet, Gancyclovir, Gentamicin, Imipenem/Cilastatin, Isoniazid, Levofloxacin, Linezolid, Mefloquine, Meropenem, Metronidazole, Micafungin, Moxifloxacin, Nafcillin, Oxacillin, Penicillin G potassium, Piperacillin, Piperacillin/Tazobactam (Zosyn), Pyrazinamide, Quinine, Ribavirin, Rifampin, Bactrim (SMX/TMP), Dalfopristin/Quinupristin (Synercid), Tobramycin, Valgancyclovir, Voriconazole, Keflex, Tamiflu |
ApacheII Parameters | 3 | NonOperative Diagnoses, Elective Postoperative Diagnoses, Emergency Postoperative Diagnoses |
ApacheIV Parameters | 2 | APACHE IV diagnoses, APACHE IV diagnoses-2 |
Arterial Line Insertion | 33 | Side (A-Line), Insertion site (A-Line), Replaced previous Arterial line over wire, Insertion kit used (A-Line), Hand cleansing prior to procedure (A-Line), Site cleaned with ChloraPrep(TM) (A-Line), Number of attempts required to place line (A-Line), Transparent dressing applied and dated (A-Line), Arterial Line ordered on POE, Location (A-Line), Guidewire (A-Line), Ultrasound (A-Line), Number of operators (A-Line), Acuity (A-Line), Sterile field maintained throughout procedure (A-Line), Arterial line sutured, Barrier precautions in place (A-Line), Complications (A-Line), Indications (A-Line), Patient identified correctly (A-Line), Timeout performed by (A-Line), Verification of (A-Line), Insertion kit used (A-Line), Hand cleansing prior to procedure (A-Line), Site cleaned with ChloraPrep(TM) (A-Line), Replaced previous Arterial line over wire, Arterial line sutured, Sterile field maintained throughout procedure (A-Line), Transparent dressing applied and dated (A-Line)_New, Arterial Line ordered on POE, The At |
Blood Gases | 2 | Mixed Venous O2, Mixed Venous O2% Sat |
Blood Products/Colloids | 26 | Albumin 25%, Albumin 5%, Fresh Frozen Plasma, Factor VIII, Packed Red Blood Cells, Platelets, Cryoprecipitate, Cell Saver, Hetastarch (Hespan) 6%, Dextran 40, Dextran 70, Factor VIIa, Profilnine, OR Colloid Intake, OR FFP Intake, OR Packed RBC Intake, OR Platelet Intake, OR Autologous Blood Intake, OR Cryoprecipitate Intake, OR Cell Saver Intake, PACU Colloid Intake, PACU Packed RBC Intake, PACU Platelet Intake, PACU FFP Intake, IV Immune Globulin (IVIG), Plasma Pheresis |
Bronchoscopy | 47 | Patient (Bronch), Indications (Bronch), Route (Bronch), Type (Bronch), Location (Bronch), Services (Bronch), Complications (Bronch), Bronchoalveolar lavage (BAL) / washing (Bronch), Endobronchial ultrasound (EBUS) (Bronch), Brushings (Bronch), Transbronchial biopsy (Bronch), Transbronchial needle aspirate (Bronch), Conscious sedation used (Bronch), Photodynamic therapy PDT (Bronch), Autofluorescence AF (Bronch), Hand cleansing prior to procedure (Bronch), Barrier precautions in place (Bronch), Timeout performed by (Bronch), Patient identified correctly (Bronch), Verification of (Bronch), Hand cleansing prior to procedure (Bronch), Topical Lidocaine used (Bronch), Topical Cetacaine used (Bronch), Bronchoalveolar lavage (BAL) / washing (Bronch, Endobronchial ultrasound (EBUS) (Bronch), Brushings (Bronch), Transbronchial biopsy (Bronch), Transbronchial needle aspirate (Bronch), Conscious sedation used (Bronch), Photodynamic therapy PDT (Bronch), Autofluorescence AF (Bronch), The Attending/Supervisor is the Clini |
Cardiovascular | 35 | Graft/Flap Pulse, Pericardial Drain Status, Pericardial Drain Drainage, Pericardial Drain Site, Angio Site # 1, Angio Appearance # 1, Angio Dressing # 1, Angio Site # 2, Angio Appearance # 2, Angio Dressing # 2, RUE Color, RLE Color, LUE Color, LLE Color, RUE Temp, LUE Temp, RLE Temp, LLE Temp, Heart Sounds, AV Fistula R Bruit, AV Fistula R Thrill, AV Fistula L Bruit, AV Fistula L Thrill, Pericardial Drain Aspiration, Pericardial Drain Flush, Compression device # 1, Compression device # 2, Angio Appearance # 3, Angio Appearance # 4, Angio Dressing # 3, Angio Dressing # 4, Angio Site # 3, Angio Site # 4, Compression device # 3, Compression device # 4 |
Cardiovascular (Pacer Data) | 25 | Temporary AV interval, Temporary Pacemaker Type, Temporary Pacemaker Mode, Temporary Venticular Sens Threshold mV, Temporary Venticular Stim Threshold mA, Temporary Pacemaker Wire Condition, Temporary Pacemaker Wires Venticular, Temporary Pacemaker Wires Ground, Transcutaneous Pacer, Transcutaneous Pacer Placement, Transcutaneous Pacer Rate, Temporary Pacemaker Rate, Temporary Atrial Sens Threshold mV, Temporary Atrial Sens Setting mV, Temporary Atrial Stim Threshold mA, Temporary Atrial Stim Setting mA, Temporary Atrial Sens, Temporary Ventricular Sens Setting mV, Temporary Ventricular Stim Setting mA, Temporary Pacemaker Wires Atrial, Permanent Pacemaker Mode, Permanent Pacemaker Rate, Temporary Atrial Capture, Temporary Ventricular Sens, Temporary Ventricular Capture |
Cardiovascular (Pulses) | 18 | Heat Sounds, Dorsal PedPulse R, PostTib. Pulses R, Radial Pulse R, Ulnar Pulse R, Brachial Pulse R, Femoral Pulse R, Popliteal Pulse R, Dorsal PedPulse L, Capillary Refill L, Brachial Pulse L, Femoral Pulse L, Popliteal Pulse L, PostTib. Pulses L, Radial Pulse L, Ulnar Pulse L, Capillary Refill R, Pacer Rate |
Case Management | 17 | VNA / home infusion, Acute rehab, Patient on vent, Skilled nursing facility, Home without services, Home with services, Long term care custodial non-Medicare certified, Assisted living, VA hospital, Hospice inpatient, Hospice home, DME, Transportation, Free care pharmacy , Patient/family/team understand & agree with plan, Case Management discharge plan, Required documentation |
Chemistry | 56 | Albumin (>3.2), Ammonia, BUN (6-20), Calcium (8.4-10.2), Carbon Dioxide, Chloride (100-112), Cholesterol (<200), Creatinine (0-1.3), Direct Bili (0-0.3), Fingerstick Glucose, Glucose (70-105), Ionized Calcium, Lactic Acid(0.5-2.0), Magnesium (1.6-2.6), Phosphorous(2.7-4.5), Potassium (3.5-5.3), Serum Osmolality, Sodium (135-148), Total Bili (0-1.5), Total Protein(6.5-8), Triglyceride (0-200), Uric Acid (2.7-7.0), Albumin (3.9-4.8), Alkaline Phosphatase, Anion Gap (8-20), BUN (6-20), Blood Glucose, Calcium (8.8-10.8), Chloride (100-112), Cholesterol (0-199), Creatinine (0-0.7), Indirect Bili(0-1.0), Potassium (3.5-5.3), SGOT, SGPT, Sodium (135-148), T. Protein (5-7.5), TCO2 (21-30), Total CO2, Triglyceride (0-250), Albumin, Calcium, Chloride, Cholesterol, Creatinine, Direct Bili, Glucose, Lactic Acid, Magnesium, Phosphorous, Potassium, Sodium, Total Bili, Total Protein, Triglyceride, Uric Acid |
Coags | 14 | ACT (102-142), Bleeding Time, D-Dimer (0-500), Fibrinogen (150-400), INR (2-4 ref. range), PT(11-13.5), PTT(22-35), Thrombin (16-21), ACT, D-Dimer, Fibrinogen, INR, PTT, Thrombin |
CSF | 3 | Basos, Monos, Polys |
CVL Insertion | 38 | Type of catheter (CVL), Insertion site (CVL), Guidewire exchange (CVL), Side (CVL), Acuity (CVL), Barrier precautions in place (CVL), Timeout performed by (CVL), Patient identified correctly (CVL), Verification of (CVL), Number of attempts required to place line (CVL), Ultrasound (CVL), Number of operators (CVL), Indications (CVL), Is alternative vascular access present (CVL), Location (CVL), Immediate complications (CVL), Transparent dressing applied and dated (CVL), Follow-up chest X-RAY ordered (CVL), Site cleaned with ChloraPrep(TM) (CVL), Hand cleansing prior to procedure (CVL), Insertion kit used (CVL), Central Line ordered on POE, Sterile field maintained throughout procedure (CVL), Attending/Supervisor is Clinician Operator (CVL), Present duirng key moments and agree with checklist (CVL), Catheter insertion length (CVL), Is alternative vascular access present (CVL), Insertion kit used (CVL), Hand cleansing prior to procedure (CVL), Site cleaned with ChloraPrep(TM) (CVL), Sterile field maintained throu |
Dialysis | 46 | Hourly Patient Fluid Removal, Dialysis Access Site, Dialysis Site Appearance, Blood Flow (ml/min), Heparin Dose (per hour), System Integrity, Access Pressure, Filter Pressure, Effluent Pressure, Return Pressure, Replacement Rate, Dialysate Rate, ART Lumen Volume, VEN Lumen Volume, Current Goal, CRRT Filter Change, Dialysis - CRRT, Dialysis - CVVHD, Peritoneal Dialysis, Volume In (PD), Volume Out (PD), Dialysis - CVVHDF, Dwell Time (Peritoneal Dialysis), Medication Added Amount #1 (Peritoneal Dialysis), Medication Added Units #1 (Peritoneal Dialysis), Peritoneal Dialysis Catheter Type, Peritoneal Dialysis Catheter Status, Replacement Fluid, Dialysate Fluid, Peritoneal Dialysis Fluid Appearance, Medication Added #1 (Peritoneal Dialysis), Solution (Peritoneal Dialysis), Dialysis Access Type, Dialysis - SCUF, Reason for CRRT Filter Change, Heparin Concentration (units/mL), Hemodialysis Output, Ultrafiltrate Output, CRRT mode, Volume not removed, Medication Added #2 (Peritoneal Dialysis), Medication Added Amount |
Drains | 28 | Penrose #1, Penrose #2, Tap, JP Medial, JP Lateral, Jackson Pratt #1, Jackson Pratt #2, Jackson Pratt #3, Jackson Pratt #4, T Tube, Hemovac #1, Hemovac #2, Cerebral Ventricular #1, Cerebral Ventricular #2, Cerebral Subdural #1, Cerebral Subdural #2, Lumbar, Pericardial, Wound Vac #1, Wound Vac #2, Anderson, Sump #1, Sump #2, Pigtail #1, Pigtail #2, Davol, Red Rubber, Drainage Bag |
Drug Level | 27 | Cyclosporin, Digoxin, Dilantin, Ethanol, FK506, Gentamycin/Peak, Gentamycin/Random, Gentamycin/Trough, Lidocaine, Phenobarbital, Procan, Procan Napa, Theophylline, Tobramycin/Peak, Tobramycin/Random, Tobramycin/Trough, Tylenol, Vancomycin/Peak, Vancomycin/Random, Vancomycin/Trough, Digoxin (1-2ng/ml), Gentamicin Post 5-10, Gentamicin Pre (0-2), Phenobarbitol(15-40), Phenytoin (10-20), Vancomycin Post, Vancomycin Pre |
Enzymes | 9 | ALT, AST, Alk. Phosphate, Amylase, CPK, CPK/MB, LDH, Lipase, Troponin |
Family Mtg Note | 19 | FM Pt Preferences, FM CM Consult, FM Concerns elicited, FM Condition Rev, FM Prehuddle, FM Date/Time, FM Discord noted, FM Dx reviewed, FM ICU-Hosp duration, FM Intepreter present, FM Location, FM Measures, FM Prognosis reviewed, FM Pt present, FM Spirit/cultural, FM SW consult, FM Sx controlled, FM Time spent, FM Tx/goals |
Fluids - Other (Not In Use) | 84 | Albumin (Human) 20%, Albumin (Human) 4%, Aquadestila, Darrow, Dextrose 20.%, Ringers, Saline 0,9%, Ringers Lactate, Ringers Acetate, Saline 0,255%, Saline 0,3%, Saline 0,45%, Saline 0,65%, Saline 3%, Dextrose 4,3% / Saline 0,18%, Dextrose 5% / Saline 0,9%, Dextrose 5% / Saline 0,45%, Dextrose 2,5% / Saline 0,45%, Dextrose 5% / Ringers Lactate, Dextrose 10% / Ringers Lactate, Filtered erytrocytes, ESDEP (Solvent / Detergent Virus-Inactivated Plasma), Octoplas, Gelofusine, Pentastarch 6% (HAES, Hemohes), Pentastarch 10% (HAES, Hemohes), Hetastarch 6% (Saline 0,9%), Hextend (Hetastarch 6% in Lactate), Intralipid 10%, Intralipid 20%, Intralipid 30%, Mannitol 5%, Mannitol 10%, Mannitol 15%, Mannitol 20%, Mannitol 25%, Packed Red Cells, Dextran 40 / Dextrose 5% (Gentran - Rheomacrodex), Dextran 40 / Saline 0,9% (Gentran - Rheomacrodex), Dextran 70 / Dextrose 5% (Gentran - Macrodex - RescueFlow), Dextran 70 / Saline 0,9% (Gentran - Macrodex - RescueFlow), Thrombocyte suspension, Vamin 14 Electrolyte free, Vamin 18 E |
Fluids/Intake | 37 | Dextrose 5%, Dextrose 10%, Dextrose 50%, NaCl 0.9%, NaCl 0.45%, NaCl 3% (Hypertonic Saline), Prismasate K2, Prismasate K4, Trisodium Citrate 0.4%, Bicarbonate Base, Free Water, Gastric Meds, D5 1/2NS, D5NS, D5LR, LR, Multivitamins, Piggyback, D5 1/4NS, Solution, Sterile Water, Pre-Admission Intake, ZGastric/TF Residual Intake, Cath Lab Intake, OR Crystalloid Intake, PACU Crystalloid Intake, PACU PO Intake, GU Irrigant - Normal Saline, GU Irrigant - Sterile Water, GU Irrigant - Amphotericin B, PO Intake, GT Flush, Sodium Bicarbonate 8.4% (Amp), Dextrose 20%, Dextrose 30%, Dextrose 40%, NaCl 23.4% |
Free Form Intake | 2420 | sodium phosphate, THAM, Mannitol 20%, K PHOS, protonics, Bolus, free H2O, epidural-marcaine, pancreatic drain, readi - cat, IV MEDS, kcl 20 meq ivpb, FREE H2O, procedure, urine flush, ALBUMIN, protonix, PANTOPRAZOLE, bicarb push, cisatricurium, t tube flush, Cath Lab Output, Meperidine cc/hr, readi-ct, na phosphate, K-PHOS, NA BICARB, NS w/ 40K, kayexalate PR, magnesium, JT bile, demerol, natracor, DRAIN FLUSH, K+ PHOS, Pantoprazole, free water infusion, free H20, po contrast, supra pubic flush, epidural, protonix infusion, foley irrigation, PROTONIX GTT, PD dialysate in, Na Phosphate, ns bladder, IGG, Kphos 30mmol, MANNITOL, DEXTRAN, NS bolus, fluid bolus, plueral fluid, THERMODILUTION FLUID, versed drip, talc in ct, bumex, IVF AT OSH, PROTONIX MG/HR, 1/2 ns bolus, octreotide, Pamidronate l, iv protonix, enema-lactulose, thermoldilution, dextrose gtt, cardiac output fluid, golytely, Water bolus, free h20 bolus, Chest tube flush, gall drain flush, Dextrose 15%, Rifampin, ER, dialysate in, Bannana Bag, |
General | 25 | Code Status, Precautions: Standard +, Health Care Proxy, Daily Weight, Service, Called Out, Estimated Energy Needs/Kg, Estimated Protein Needs/Kg, ICU Consent Signed, Admission Weight (Kg), Admission Weight (lbs.), Organ Bank Notified, ZOn Pressors, Mechanically Ventilated, Blood Transfusion Consent, Height, Height (cm), Admit from, Discharge to, Feeding Weight, Legal Guardian, Re-admit < 48 hours, SOFA Score, Print Job, Printer |
Generic Proc Note | 21 | Location (Gen Proc), Indication (Gen Proc), Patient (Gen Proc), Acuity (Gen Proc), Timeout Performed By (Gen Proc), Patient Identified Correctly (Gen Proc), Verification (Gen Proc), Hand Cleansing (Gen Proc), Site Cleansed With ChloraPrep (Gen Proc), Barrier Precautions (Gen Proc), Conscious Sedation (Gen Proc), Patient Position (Gen Proc), Side (Gen Proc), With Ultrasound (Gen Proc), Number of Attempts (Gen Proc), Number of Operators (Gen Proc), Dressing Applied (Gen Proc), Follow Up Xray (Gen Proc), Complications (Gen Proc), Clinical Operator (Gen Proc), Present and Agree (Gen Proc) |
GI/GU | 53 | Oral Cavity, Nares R, Diet Type, Abdominal Assessment, Bowel Sounds, Flatus, Emesis Appearance, GI #1 Intub Site, GI #1 Tube Drainage, GI #1 Tube Place Check, Stool Consistency, Stool Management, Stool Guaiac, Urine Source, Urine Color, GU Catheter Size, Bladder Irrigation, GI #1 Tube Type, GI #1 Tube Status, GI #2 Tube Type, GI #2 Tube Status, GI #3 Tube Type, GI #3 Tube Status, Stool Color, GI #2 Intub Site, GI #3 Intub Site, GI #2 Tube Place Check, GI #3 Tube Place Check, GI #2 Tube Drainage, GI #3 Tube Drainage, Urine Appearance, GU Catheter Insertion Date, Nares L, Ostomy, Ostomy Appearance, GI #1 Tube Place Method, GI #2 Tube Place Method, GI #3 Tube Place Method, GU Catheter D/C Date, GI Guaiac, GI pH, GI #1 Tube Place Method, GI #2 Tube Place Method, GI #3 Tube Place Method, Stool Guaiac QC, GI Guaiac QC, All Medications Tolerated without Adverse Side Effects, GI #1 Tube Place Check, GI #1 Tube Place Method, GI #2 Tube Place Check, GI #2 Tube Place Method, GI #3 Tube Place Check, GI #3 Tube Place Meth |
Hematology | 16 | Blood Products, Differential-Atyps, Differential-Bands, Differential-Basos, Differential-Eos, Differential-Lymphs, Differential-Monos, Differential-Polys, Hematocrit, Hemoglobin, Platelets, RBC, Sed Rate, WBC (4-11,000), WBC (4-11,000), WBC |
Heme/Coag | 19 | RBC(3.6-6.2), Retic count (.0-1.5), WBC 4.0-11.0, BANDS, BASOs, Bands, Eosinophils, FIBRINOGEN, HGB (10.8-15.8), LYMPHS, Lymphs, MONOs, NEUTS, Platelet (150-440), ProTime, Ptt, RETIC Count(0.5-1.5), Red Blood C(3.6-6.2), WhiteBloodC 4.0-11.0 |
Hemodynamics | 28 | Intra Cranial Pressure, Pulmonary Artery Pressure systolic, Pulmonary Artery Pressure diastolic, Pulmonary Artery Pressure mean, Left Artrial Pressure, Central Venous Pressure, Cardiac Output (thermodilution), Left Ventricular Assit Device Flow, Right Ventricular Assist Device Flow, PCWP, SvO2, PA Line cm Mark, VAD Beat Rate R, VAD Beat Rate L, Vacuum Assist, ECMO, Cardiac Output (CCO), EF (CCO), Cerebral Perfusion Pressure, SvO2 Calibrated, ScvO2 (Presep) Calibrated, CO (Arterial), SVV (Arterial), SV (Arterial), ScvO2 (Presep), SvO2 SQI, ScvO2 (Presep) SQI, Intra Cranial Pressure #2 |
IABP | 12 | Intra Aortic Ballon Pump Setting, Assisted Systole, Augmented Diastole, BAEDP, ABI Brachial BP L, ABI Ankle BP R, IABP Mean, Unassisted Systole, PAEDP, Intra Aortic Balloon Pump Setting, ABI Ankle BP L, ABI Brachial BP R |
Impella | 12 | ABI Brachial BP R (Impella), ABI Ankle BP L (Impella), ABI Ankle BP R (Impella), ABI Brachial BP L (Impella), Aortic Pressure Signal - Diastolic, Aortic Pressure Signal - Systolic, Dual Signal Screen, Impella 2.5 Flow Rate, Performance Level, Placement Monitoring Screen, Purge Pressure, Purge Solution Flow Rate |
Intubation | 48 | Mallampati classification (Intubation), Difficult to Intubate, Induction/Drugs/Doses (Intubation), Indication (Intubation), Unable to complete Airway Assessment (Intubation), Mouth Opening (Intubation), Thyromental Distance (Intubation), Mandibular Prognatism (Intubation), Teeth/Dentition (Intubation), Neck ROM (Intubation), No Drugs Administered (Intubation), RSI (Intubation), Pre-Oxygentated (Intubation), Mask Ventilation (Intubation), Blade / Equipment (Intubation), Number of Attempts (Intubation), Oral ETT, Nasal ETT, ETT Depth (Intubation), Stylette (Intubation), Bougie (Intubation), Tube Secured (Intubation), Tracheal Confirmation (Intubation), ETT Size (Intubation), Best Larynx View Obtained (Intubation), No Complications (Intubation), Timeout Performed by (Intubation), Patient identified correctly by 2 means (Intubation), Hand Cleansing prior to procedure (Intubation), Barrier precautions in place (Intubation), ETT Type (Intubation), Complications (Intubation), Verification of (Intubation), Drugs (Int |
Labs | 148 | Activated Clotting Time, ZFibrinogen, Hematocrit (serum), WBC, ZProthrombin time, ZINR, ZPTT, ZAlbumin, Ammonia, Amylase, AST, Chloride (serum), Cholesterol, ZCortisol, ZC Reactive Protein (CRP), Creatinine, Glucose (serum), HDL, LDH, Magnesium, ZPotassium (serum), ALT, Sodium (serum), Total Protein, PH (dipstick), ZSpecific Gravity (urine), Arterial O2 pressure, Arterial O2 Saturation, Hemoglobin, Arterial CO2 Pressure, PH (Venous), PH (Arterial), TCO2 (calc) Venous, ZHCO3 (serum), Arterial Base Excess, Alkaline Phosphate, ZBrain Natiuretic Peptide (BNP), BUN, Calcium non-ionized, CK-MB fraction (%), ZCK-MB, CK (CPK), D-Dimer, Differential-Atyps, Differential-Bands, Differential-Basos, Differential-Eos, Differential-Lymphs, Differential-Monos, Differential-Neuts, ZDigoxin, ZPhenytoin (Dilantin), Direct Bilirubin, ZFK506, Freeform Chemistry, Freeform Coags, Freeform Drug Level, Freeform Enzymes, Freeform Hematology, ZGentamicin (Peak), Glucose finger stick, Ionized Calcium, Lactic Acid, ZLDL measured, LDL cal |
Lumbar Puncture | 23 | Indication (LP), Site cleansed with ChloraPrep(TM) (LP), Lidocaine 1% (LP), Patient position (LP), Entry site (LP), Amount of fluid removed (LP), Fluid removed (LP), Timeout Performed by (LP), Patient identified correctly (LP), Verification of (LP), Insertion kit used (LP), Hand cleansing prior to procedure (LP), Barrier precautions in place (LP), Dressing applied and dated (LP), Complications (LP), Hand cleansing prior to procedure (LP), Site cleansed with Providone Iodine (LP), Number of attempts to perform (LP), Number of operators (LP), Dressing applied and dated (LP), The Attending/Supervisor is the Clinician Operator (LP), I was present during the above procedure and agree with the checklist (LP), Barrier precautions in place (LP) |
Medications | 98 | Sodium Bicarbonate 8.4%, Abciximab (Reopro), Adenosine, Epinephrine, Alteplase (TPA), Aminophylline, Amiodarone, Lorazepam (Ativan), Atropine, Esmolol, Calcium Gluconate, Diltiazem, Cisatracurium, Diazepam (Valium), Dobutamine, Dopamine, Midazolam (Versed), Drotrecogin (Xigris), Ketamine, Fentanyl, Phenylephrine, Furosemide (Lasix), Haloperidol (Haldol), Hydralazine, Hydromorphone (Dilaudid), Lepirudin, Norepinephrine, Milrinone, Magnesium Sulfate, Naloxone (Narcan), Nesiritide, Nicardipine, Nitroprusside, Nitroglycerin, Vecuronium, Procainamide, Propofol, Vasopressin, Verapamil, Insulin - 70/30, Insulin - Regular, Insulin - NPH, Insulin - Glargine, Insulin - Humalog 75/25, Insulin - Humalog, Argatroban, Bivalirudin (Angiomax), Dexmedetomidine (Precedex), Eptifibatide (Integrilin), Heparin Sodium, Labetalol, Morphine Sulfate, Octreotide, Pentobarbital, Tirofiban (Aggrastat), Potassium Chloride, Hydrochloric Acid - HCL, Folic Acid, Thiamine, K Phos, Na Phos, Enoxaparin (Lovenox), Famotidine (Pepcid), Fondapari |
Mixed VBGs | 5 | Mix Venous CO2(calc), Mix Venous PCO2, Mix Venous PO2, Mix Venous Sat, Mix Venous pH |
Mixed Venous Gases | 2 | SvO2, Venous PvO2 |
Neurological | 69 | GCS - Eye Opening, Risk for Falls, Orientation, GCS - Verbal Response, GCS - Motor Response, Speech, Communication, Gag Reflex, Cough Reflex, Pupil Size Right, Follows Commands, Spontaneous Movement, Response to Stimuli (Type), RU Strength/Movement, RL Strength/Movement, LU Strength/Movement, LL Strength/Movement, Neuro Symptoms, Seizure Activity, RLE Sensation, Seizure Duration, Neuro Drain #1 Type, Neuro Drain #1 Level, Neuro Drain #1 Status, Neuro Drain #1 Drainage, Corneal Reflex Right, Corneal Reflex Left, Pupil Size Left, Response, RUE Sensation, LUE Sensation, LLE Sensation, Neuro Drain Location, Neuro Drain Head of Bed, Neuro Waveform Appearance, Level of Consciousness, Behavior, Pupil Response Right, Neuro Drain Landmark, Pupil Response Left, Neuro Drain Landmark, Neuro Drain #2 Type, Neuro Drain #2 Status, Neuro Drain #2 Drainage, Neuro Drain #2 Level, Neuro Drain #1 Landmark, Neuro Drain #2 Landmark, Pronator drift present, Orientation to Person, Orientation to Place, Orientation to Time, Commands |
NG Feeding | 1 | Sterile Water NG |
NICOM | 15 | Cardiac Index (CI NICOM), Cardiac Output (CO NICOM), CO / CI Change, DO2I (NICOM), Leg Raise Result (NICOM), Passive Leg Raise Performed, Stroke Volume (SV NICOM), Stroke Volume Index (SVI NICOM), Stroke Volume Variation (SVV NICOM), SVI Change, TFCd (NICOM), TFCd0 (NICOM), Thoracic Fluid Content (TFC) (NICOM), Total Peripheral Resistance (TPR) (NICOM), Total Peripheral Resistance Index (TPRI) (NICOM) |
Nutrition - Enteral | 103 | Nutren Renal (Full), Impact (Full), Beneprotein, Nutren 2.0 (1/4), Nutren 2.0 (2/3), Nutren 2.0 (3/4), Nutren 2.0 (1/2), Impact (1/4), Impact (2/3), Impact (3/4), Impact (1/2), Impact with Fiber (1/4), Impact with Fiber (2/3), Impact with Fiber (3/4), Impact with Fiber (1/2), Nutren Renal (1/4), Nutren Renal (2/3), Nutren Renal (3/4), Nutren Renal (1/2), Peptamen 1.5 (1/4), Peptamen 1.5 (2/3), Peptamen 1.5 (3/4), Peptamen 1.5 (1/2), ProBalance (1/4), ProBalance (2/3), ProBalance (3/4), ProBalance (1/2), Replete (1/4), Replete (2/3), Replete (3/4), Replete (1/2), Replete with Fiber (1/4), Replete with Fiber (2/3), Replete with Fiber (3/4), Replete with Fiber (1/2), Vivonex (1/4), Vivonex (2/3), Vivonex (3/4), Vivonex (1/2), Impact with Fiber (Full), ProBalance (Full), Peptamen 1.5 (Full), Nutren 2.0 (Full), Vivonex (Full), Replete (Full), Replete with Fiber (Full), Ensure (Full), Enteral Nutriton Residuals, Ensure (1/4), Ensure Plus (1/4), Ensure (3/4), Ensure (1/2), Ensure Plus (Full), Ensure Plus (3/4), Ensu |
Nutrition - Parenteral | 9 | Ranitidine, Lipids 20%, TPN w/ Lipids, Lipids (additive), TPN without Lipids, Peripheral Parenteral Nutrition, Dextrose PN, Amino Acids, Lipids 10% |
Nutrition - Supplements | 17 | Potassium ACEtate, Resource Fruit Beverage, Optisource, Mighty Shake (Vanilla/Strawberry), Mighty Shake (Chocolate), Mighty Shake (no sugar added), Vanilla Scandi Shake (mixed), Chocolate Scandi Shake (mixed), Vanilla Lactose Free Scandi Shake (mixed), Aminosyn 3.5%, D5 Aminosyn 3.5%, Hepatamine, Nephramine, Folate, Hydrochloric Acid, Potassium Phosphate, Sodium ACEtate |
OB-GYN | 14 | Breast Feeding, Breast Feeding - L, Breast Feeding - R, Breast Feed - L (Minutes), Breast Feed - R (Minutes), Clot Size (cm), Clots, Fundus Character, Fundus Location (Breadth), Lochia Character, Lochia Estimate, Pad Change/Hour, Reflexes LE, Reflexes UE |
ORGANISM | 312 | ESCHERICHIA COLI, GRAM NEGATIVE COCCI, KLEBSIELLA PNEUMONIAE, KLEBSIELLA OXYTOCA, KLEBSIELLA OZAENAE, ENTEROBACTER AEROGENES, ENTEROBACTER CLOACAE, HAFNIA ALVEI, ENTEROBACTER AGGLOMERANS, ENTEROBACTER GERGOVIAE, ENTEROBACTER SAKAZAKII, SERRATIA LIQUEFACIENS, SERRATIA MARCESCENS, SERRATIA RUBIDAEA, PROTEUS VULGARIS, PROTEUS MIRABILIS, MORGANELLA MORGANII, PROVIDENCIA STUARTII, PROVIDENCIA RETTGERI, SHIGELLA FLEXNERI, SALMONELLA ENTERITIDIS, STAPH AUREUS COAG +, STAPHYLOCOCCUS EPIDERMIDIS, CITROBACTER AMALONATICUS, PSEUDOMONAS AERUGINOSA, PSEUDOMONAS PUTIDA , BURKHOLDERIA (PSEUDOMONAS) CEPACIA, PSEUDOMONAS SPECIES, BORDETELLA BRONCHISEPTICA, MORAXELLA SPECIES, AEROMONAS HYDROPHILA, VIBRIO SPECIES, PASTEURELLA MULTOCIDA, EIKENELLA CORRODENS, ANAEROBIC GRAM NEGATIVE ROD(S), GRAM VARIABLE RODS, CLOSTRIDIUM PERFRINGENS, CLOSTRIDIUM SPECIES, NEISSERIA GONORRHOEAE, NEISSERIA MENINGITIDIS, NEISSERIA SPECIES, HAEMOPHILUS PARAINFLUENZAE, HAEMOPHILUS SP, BETA STREPTOCOCCUS GROUP B, BETA STREPTOCOCCUS GROUP C, BETA STREPT |
OT Notes | 47 | Referral Date, Self Feeding, Grooming, UE Bathing, LE Bathing, UE Dressing, LE Dressing, Toileting, Home Management, Money Management, Community Integration, Recovery RR - Aerobic Capacity, Recovery O2 Sat - Aerobic Capacity, Pain (0-10), Patient agrees with the above goals and is willing to participate in the rehabilitation program, Date - Student, Date - Therapist, Position - Rest - Aerobic Activity Response, Rest HR - Aerobic Activity Response, Rest RR - Aerobic Activity Response, Rest O2 Sat - Aerobic Activity Response, Position - Activity - Aerobic Activity Response, Activity HR - Aerobic Activity Response, Activity RR - Aerobic Activity Response, Activity O2 sat - Aerobic Activity Response, Position - Recovery - Aerobic Activity Response, Recovery HR - Aerobic Activity Response, Recovery RR - Aerobic Activity Response, Recovery O2 sat - Aerobic Activity Response, Anticipated Discharge, Rolling, Supine / Side-lying to Sit, Sit to Stand, Transfer, Toilet, Commode, Shower / Tub, Other (Activity); Specify, |
Other ABGs | 10 | Base Excess (cap), TCO2 (cap), pCO2 (cap), pH (cap), pO2 (cap), Base Excess (other), TCO2 (other), pCO2 (other), pO2 (other), ph (other) |
Output | 46 | R Ureteral Stent, L Ureteral Stent, Foley, Void, Condom Cath, Suprapubic, R Nephrostomy, L Nephrostomy, Urine and GU Irrigant Out, Straight Cath, Anderson (gastric), Blakemore, Emesis, Ewald, Gastric Tube, Jejunostomy, Nasogastric, Oral Gastric, Stool, Fecal Bag, Ostomy (output), Rectal Tube, Ileoconduit, OR EBL, OR Urine, PACU Drains, PACU EBL, PACU Gastric, PACU Urine, Cath Lab, Pre-Admission, Incontinent (estimate), Stool Estimate, Chest Tube #1, Chest Tube #2, L Pleural #1, L Pleural #2, Mediastinal, R Pleural #1, R Pleural #2, GU Irrigant Type, GU Irrigant Volume In, GU Irrigant/Urine Volume Out, TF Residual, TF Residual Output, Stool containment device placed |
PA Line Insertion | 52 | Medications / anesthetic (PA line), Indications (PA line), Insertion site (PA line), Type of catheter (PA line), Complications (PA line), Thermodilution (PA line), Fick (PA line), Timeout performed by (PA line), Patient identified correctly (PA line), Verification of (PA line), Barrier precautions in place (PA line), Hand cleansing prior to procedure (PA Line), Insertion kit used (PA line), Site cleaned with ChloraPrep(TM) (PA line), Location (PA line), Number of attempts require to place line (PA line), Guidewire (PA Line), Ultrasound (PA line), Side (PA line), Acuity (PA line), Transparent dressing applied and dated (PA line), PA line ordered on POE, Follow-up X-RAYordered (PA Line), Sterile field maintained throughout procedure (PA line), Number of operators (PA line), RA (mean) pressure (PA Line), RV systolic pressure(PA Line), RV diastolic pressure(PA Line), PA systolic pressure(PA Line), PA diastolic pressure(PA Line), PCWP (v wave) (PA Line), PCWP (mean) (PA Line), PA mean pressure (PA Line), CO pressu |
Pain/Sedation | 62 | Riker-SAS Scale, Daily Wake Up Deferred, Pain Present, Pain Type, Pain Location, Pain Cause, Pain Level, Pain Management, Pain Level Acceptable, Pain Assessment Method, Untoward Effect, Sensory Level, Epidural Appearance, NMB Medication, Nerve Stimulated, TOF Response/Twitch, PCA medication, PCA dose, PCA lockout (min), PCA 1 hour limit, PCA basal rate (mL/hour), PCA inject, Epidural Infusion Rate (mL/hr), Epidural Total Dose (mL), Epidural Medication, PCA cleared, Pain Level Response, PCA bolus, Epidural Bolus (mL), TOF Response, TOF Twitch, Baseline Current/mA, Current Used/mA, PCA attempt, PCA total dose, PCA dose units, PCA 1 hour limit units, PCA bolus units, PCA total dose units, Epidural Location, Motor Deficit, Daily Wake Up, Medication Infusion Rate - Adjunctive Pain Management, Medication Bolus - Adjunctive Pain Management, Site Appearance - Adjunctive Pain Management, Richmond-RAS Scale, PCA concentrations, Daily Wake Up Deferred, Daily Wake Up, Goal Richmond-RAS Scale, CAM-ICU MS change, CAM-ICU |
Paracentesis | 25 | Indication (PACEN), Ultrasound (PACEN), Insertion site prepped and draped (PACEN), Lidocaine 1% (PACEN), Entry site (PACEN), Fluid removed (PACEN), Fluid removed description (PACEN), Timeout performed by (PACEN), Patient identified correctly by 2 means (PACEN), Verification of (PACEN), Insertion kit used (PACEN), Hand cleansing prior to procedure (PACEN), Site cleaned with ChloraPrep (PACEN), Barrier precautions in place (PACEN), Number of operators (PACEN), Number of attempts (PACEN), Dressing applied and dated (PACEN), Complications (PACEN), Insertion kit used (PACEN), Hand cleansing prior to procedure (PACEN), Site cleaned with ChloraPrep (PACEN), Dressing applied and dated (PACEN), The Attending/Supervisor is the Clinical Operator (PACEN), I was present during the above procedure and agree with the checklist (PACEN), Barrier precautions in place (PACEN) |
Pastoral Care Note | 9 | PC Assessment of spiritual issues, PC Date, PC Interpreter present, PC Ministries offered, PC Spiritual interventions, PC Sacrament of the Sick, PC Reason for visit, PC Source of assessment data, PC Time of visit |
PICC Line Insertion | 36 | Location (PICC), Type of catheter (PICC), Insertion site (PICC), Timeout performed by (PICC), Patient identified correctly (PICC), Barrier precautions in place (PICC), Guidewire exchange (PICC), Side (PICC), Ultrasound (PICC), Verification of (PICC), Number of attempts required to place line (PICC), Acuity (PICC), Indications (PICC), Hand Cleansing Prior to Procedure (PICC), PICC Ordered on POE, Catheter repositioned (PICC), Transparent dressing applied and dated (PICC), Follow-up X-RAY Ordered (PICC), Attending/Supervisor is Clinician Operator (PICC), Present during key moments and agree with checklist (PICC), Site cleaned with ChloraPrep(TM) (PICC), Insertion kit used (PICC Line), Immediate complications (PICC), Sterile field maintained throughout procedure (PICC), Number of operators (PICC), Catheter insertion length (PICC), Insertion kit used (PICC Line), Hand Cleansing Prior to Procedure (PICC), Site cleaned with ChloraPrep(TM) (PICC), Sterile field maintained throughout procedure (PICC), Transparent dre |
PiCCO | 11 | CI (PiCCO), CO (PiCCO), ELWI (PiCCO), GEDI (PiCCO), ITBVI (PiCCO), SVI (PiCCO), SVRI (PiCCO)_OLD_1, SVV (PiCCO), SVRI (PiCCO), Calibrated (PiCCO), CFI (PiCCO) |
Pulmonary | 40 | LUL Lung Sounds, LLL Lung Sounds, Respiratory Effort, Cough Effort, Cough Type, Chest Tube Site # 1, CT #1 Suction Amount, CT #1 Fluctuate, CT #1 Drainage, CT #1 Dressing, CT #1 Crepitus, Respiratory Pattern, RUL Lung Sounds, RLL Lung Sounds, CT #1 Leak, CT #2 Leak, CT #3 Leak, CT #4 Leak, CT #2 Crepitus, CT #2 Drainage, CT #2 Dressing, CT #2 Fluctuate, CT #2 Suction Amount, CT #3 Crepitus, CT #4 Crepitus, CT #3 Drainage, CT #4 Drainage, CT #3 Dressing, CT #4 Dressing, CT #3 Fluctuate, CT #4 Fluctuate, CT #3 Suction Amount, CT #4 Suction Amount, Chest Tube Site # 2, Chest Tube Site #3, Chest Tube Site #4, CT #1 Suction Type, CT #2 Suction Type, CT #3 Suction Type, CT #4 Suction Type |
Quick Admit | 1 | BloodGlucose |
Research Enrollment Note | 1 | Date signed |
Respiratory | 134 | Respiratory Rate, Vital Capacity, CO2 production, O2 saturation pulseoxymetry, Resistance, PEEP set, O2 Flow, Inspired O2 Fraction, Airway Type, ETT Size (ID), ETT Location, ETT Re-taped, Passey Muir Valve in use, Ventilator Type, Ventilator Mode, Rate, Additional Settings, Wean, Physio, Inspired Gas Temp., Paw High, Vti High, Fspn High, Apnea Interval, Intubation - Details, MDI #1 Puff, MDI #1 Drug, MDI #2 Puff, MDI #2 Drug, MDI #3 Puff, MDI #3 Drug, Small Volume Neb Dose #2, Small Volume Neb Drug #1, Sputum Consistency, Sputum Color, Cuff Volume/units, Tidal Volume (set), Tidal Volume (observed), Tidal Volume (spontaneous), Minute Volume, Respiratory Rate (Set), Respiratory Rate (spontaneous), Respiratory Rate (Total), Flow Rate (L/min), Flow Pattern, Peak Insp. Pressure, Plateau Pressure, Mean Airway Pressure, ZAuto Peep Level, Total PEEP Level, PSV Level, PCV Level (Avea), ZATC Tube #, ATC %, P High (APRV), P Low (APRV), T High (APRV), T Low (APRV), Recruitment Press, Recruitment Duration, Recruitment Mod |
Restraint/Support Systems | 84 | Support Systems, Family Communication, Spiritual Support, Reason for Restraint (Behavioral)_V1, Less Restrictive Measures (Acute Med/Surgical), Restraint Type, Restraint Location_V1, Circulation/Skin Integrity, Position Change, Range of Motion, Restraints Evaluated_V1, Side Rails_V1, Sitter, Education Learner, Education Topic, Education Readiness, Education Barrier, Education Method, Education Handout, Education Response, Family Meeting, Reason for Restraint (Acute Medical/Surgical)_V1, Patient/Family Informed_V1, Restraints Ordered, Less Restrictive Measures (Behavioral), Patient Behavior During Application, Status and Comfort (Behavioral), History of falling (within 3 mnths), Secondary diagnosis, Ambulatory aid, IV/Saline lock, Gait/Transferring, Mental status, Low risk (25-50) interventions, High risk (>51) interventions, Patient/Family Informed_V2, Immobilizer, Immobilizer Device, Immobilizer Evaluated, Immobilizer Location, Reason for Immobilizer, Side Rails_V2, Side Rails (Restraint), Violent Restraints |
Routine Vital Signs | 48 | Heart Rate, Heart Rhythm, Arterial Blood Pressure systolic, Arterial Blood Pressure diastolic, Arterial Blood Pressure mean, Non Invasive Blood Pressure systolic, Non Invasive Blood Pressure diastolic, Non Invasive Blood Pressure mean, Temperature Fahrenheit, Temperature Celsius, Bladder Pressure, Orthostatic HR lying, Orthostatic HR sitting, Orthostatic BPs standing, Doppler BP, Manual Blood Pressure Systolic Left, Pulsus Paradoxus, QTc, Temperature Site, Manual Blood Pressure Diastolic Left, Orthostatic BPs lying, Orthostatic BPs sitting, Orthostatic HR standing, Ectopy Type 1, Ectopy Frequency 1, ART BP Systolic, ART BP Diastolic, ART BP mean, Orthostatic BPd standing, Orthostatic BPd lying, Orthostatic BPd sitting, Blood Temperature CCO (C), Ectopy Type 2, Ectopy Frequency 2, Manual Blood Pressure Diastolic Right, Manual Blood Pressure Systolic Right, Arctic Sun Temp #1 Location, Arctic Sun Temp #2 Location, Arctic Sun/Alsius Temp #1 C, Arctic Sun/Alsius Temp #2 C, PAR-Activity, PAR-Circulation, PAR-Consc |
Scores - APACHE II | 44 | AaDO2ApacheIIValue, AgeApacheIIScore, AgeApacheIIValue, APACHE II Diagnosistic weight factors - Medical, APACHE II Diagnosistic weight factors - Surgical emergency, APACHE II Diagnosistic weight factors - Surgical, APACHE II, APACHE II PDR - Adjusted, APACHE II Predecited Death Rate, ApacheII chronic health, APACHEII-Chronic health points, APACHEII-Renal failure, ChpApacheIIScore, CreatinineApacheIIScore, CreatinineApacheIIValue, DswfApacheScore, FiO2ApacheIIValue, GcsApacheIIScore, GCSEyeApacheIIValue, GCSMotorApacheIIValue, GCSVerbalApacheIIValue, HCO3ApacheIIValue, HCO3Score, HematocritApacheIIScore, HematocritApacheIIValue, HrApacheIIScore, HrApacheIIValue, MapApacheIIScore, MapApacheIIValue, OxygenApacheIIScore, PhApacheIIScore, PHApacheIIValue, PO2ApacheIIValue, PotassiumApacheIIScore, PotassiumApacheIIValue, RrApacheIIScore, RRApacheIIValue, SodiumApacheIIScore, SodiumApacheIIValue, TempApacheIIScore, TempApacheIIValue, WbcApacheIIScore, WBCApacheIIValue, GCSVerbalApacheIIValue (intubated) |
Scores - APACHE IV | 28 | APACHE IV diagnosis choice 1, APACHE IV diagnosis choice 2, APACHE IV diagnosis, APACHE IV main groups non-operative, APACHE IV main groups operative, Non-Operative Cardiovascular (CARDIOVASC), Non-Operative Gastrointestinal (GI), Non-Operative Genitourinary (GENITOURIN), Non-Operative Hematology (HEMATO), Non-Operative Metabolic/Endocrine (METAB/ENDO), Non-Operative Musculoskeletal/Skin (MUSKELSKIN), Non-Operative Neurologic (NEUROLOGIC), Non-Operative Respiratory (RESPIRAT), Non-Operative Transplant (TRANSPLANT), Non-Operative Trauma (TRAUMA), Post-Operative Cardiovascular (CARDIOVASC), Post-Operative Gastrointestinal (GI), Post-Operative Genitourinary (GENITOURIN), Post-Operative Hematology (HEMATO), Post-Operative Metabolic/Endocrine (METAB/ENDO), Post-Operative Musculoskeletal/Skin (MUSKELSKIN), Post-Operative Neurologic (NEUROLOGIC), Post-Operative Respiratory (RESPIRAT), Post-Operative Transplant (TRANSPLANT), Post-Operative Trauma (TRAUMA), Thrombolytic therapy, Type of admission, Ventilated at any ti |
Scores - APACHE IV (2) | 60 | Chronic Dilaysis, Coefficient Hospital Mortality, Coefficient ICU length of stay, Admission location, AgeScore_ApacheIV, Albumin_ApacheIV, AlbuminScore_ApacheIV, Apache IV A-aDO2, Apache IV Age, Apache IV PaFiRatio, APACHEIII, ApacheIV_LOS, ApacheIV_Mortality prediction, ApacheIV_Natural antilog, APS, ARF, Bilirubin_ApacheIV, BiliScore_ApacheIV, BUN_ApacheIV, BunScore_ApacheIV, CABG Patient, Chronic health on admission, ChronicScore_ApacheIV, Creatinine_ApacheIV, CreatScore_ApacheIV, Diabetes, Ejection Fraction, FiO2_ApacheIV_old, FiO2_ApacheIV, GCSEye_ApacheIV, GCSMotor_ApacheIV, GcsScore_ApacheIV, GCSVerbal_ApacheIV, Glucose_ApacheIV, GlucoseScore_ApacheIV, Hematocrit_ApacheIV, HR_ApacheIV, HrScore_ApacheIV, HtScore_ApacheIV, Intubated_ApacheIV, LOS pre-ICU admission, MAP_ApacheIV, MapScore_ApacheIV, OxygenScore_ApacheIV, PCO2_ApacheIV, PH_ApacheIV, PHPaCO2Score_ApacheIV, PO2_ApacheIV, RR_ApacheIV, RRScore_ApacheIV, Sodium_ApacheIV, SodiumScore_ApacheIV, TemperatureF_ApacheIV, TempScore_ApacheIV, UrineScore |
Skin - Assessment | 10 | Skin Integrity, Skin Temperature, Skin Color, Braden Sensory Perception, Braden Moisture, Braden Activity, Braden Mobility, Braden Nutrition, Braden Friction/Shear, Skin Condition |
Skin - Impairment | 271 | Impaired Skin Site #1, Impaired Skin Cleanse #1, Impaired Skin Wound Base #1, Impaired Skin Drainage #1, Impaired Skin Treatment #1, Impaired Skin Type #1, Impaired Skin Length #1, Impaired Skin Depth #1, Impaired Skin Odor #1, Surrounding Tissue #1, Pressure Ulcer Stage #1, Tunneling Present #1, Undermining Present #1, Impaired Skin Width #1, Impaired Skin Drainage Amount #1, Impaired Skin Type #4, Impaired Skin Type #5, Impaired Skin Type #6, Impaired Skin Type #7, Impaired Skin Type #8, Impaired Skin Width #2, Impaired Skin Width #3, Impaired Skin Width #4, Impaired Skin Width #5, Impaired Skin Width #6, Impaired Skin Width #7, Impaired Skin Width #8, Impaired Skin Wound Base #2, Impaired Skin Wound Base #3, Impaired Skin Wound Base #4, Impaired Skin Wound Base #5, Impaired Skin Wound Base #6, Impaired Skin Wound Base #7, Impaired Skin Wound Base #8, Pressure Ulcer Stage #2, Pressure Ulcer Stage #3, Pressure Ulcer Stage #4, Pressure Ulcer Stage #5, Pressure Ulcer Stage #6, Pressure Ulcer Stage #7, Pressure |
Skin - Incisions | 83 | Edema Location, Incision Closure #1, Incision Drainage #1, Incision Dressing #1, Incision Cleansing #1, Incision Packing #1, Incision Appearance #1, Incision Drainage Amount #1, Dressing Status #1, Edema Amount, Incision Appearance #2, Incision Appearance #3, Incision Appearance #4, Incision Appearance #5, Incision Appearance #6, Incision Cleansing #2, Incision Cleansing #3, Incision Cleansing #4, Incision Cleansing #5, Incision Cleansing #6, Incision Closure #6, Incision Closure #2, Incision Closure #3, Incision Closure #4, Incision Closure #5, Incision Drainage #2, Incision Drainage #3, Incision Drainage #4, Incision Drainage #5, Incision Drainage #6, Incision Drainage Amount #2, Incision Drainage Amount #3, Incision Drainage Amount #4, Incision Drainage Amount #5, Incision Drainage Amount #6, Incision Dressing #2, Incision Dressing #3, Incision Dressing #4, Incision Dressing #5, Incision Dressing #6, Dressing Status #2, Dressing Status #3, Dressing Status #4, Dressing Status #5, Dressing Status #6, Incisio |
SPECIMEN | 93 | THROAT FOR STREP, ABSCESS, ARTHROPOD, ASPIRATE, ANORECTAL/VAGINAL CULTURE, BLOOD BAG FLUID, BRONCHIAL BRUSH - PROTECTED, BILE, BIOPSY, BLOOD CULTURE ( MYCO/F LYTIC BOTTLE), BLOOD CULTURE, FLUID RECEIVED IN BLOOD CULTURE BOTTLES, BLOOD CULTURE - NEONATE, BLOOD, BLOOD CULTURE (POST-MORTEM), SEROLOGY/BLOOD, BONE MARROW, BONE MARROW - CYTOGENETICS, BRONCHIAL BRUSH, BRONCHOALVEOLAR LAVAGE, BRONCHIAL WASHINGS, CATHETER TIP-IV, VIRAL CULTURE: R/O CYTOMEGALOVIRUS, CRE Screen, CSF;SPINAL FLUID, CORNEAL EYE SCRAPINGS, Direct Antigen Test for Herpes Simplex Virus Types 1 & 2, DIALYSIS FLUID, DIRECT ANTIGEN TEST FOR VARICELLA-ZOSTER VIRUS, EAR, Blood (EBV), EYE, FOREIGN BODY, FLUID,OTHER, FLUID WOUND, FOOT CULTURE, FECAL SWAB, GASTRIC ASPIRATE, SWAB, VIRAL CULTURE:R/O HERPES SIMPLEX VIRUS, Influenza A/B by DFA, Influenza A/B by DFA - Bronch Lavage, Influenza A/B by DFA - Bronch Wash, Immunology (CMV), IMMUNOLOGY, JOINT FLUID, NAIL SCRAPINGS, NEOPLASTIC BLOOD, NOSE, FLUID,OTHER, PERIPHERAL BLOOD LYMPHOCYTES, PERITONEAL FL |
Tandem Heart | 14 | Access Site Observed (Tandem Heart), Cannulas Visible, Change in Blood Color, CO-Tandem Heart Flow, Infusate Drops/Minute, Infusion Pressure of Line, Oxygenator Sweep Rate, Oxygenator/ECMO, Peripheral Pulses (Tandem Heart), Pump Speed, Return Site Observed (Tandem Heart), Tandem Heart Flow, Type (Tandem Heart), Vibration in Line |
Thoracentesis | 29 | Patient (THCEN), With ultrasound (THCEN), Lidocaine 1% (THCEN), Conscious sedation (THCEN), Indication (THCEN), Side (THCEN), Patient position (THCEN), Fluid Removed (THCEN), Fluid Removed Description (THCEN), Complications (THCEN), Patient identified correctly by 2 means (THCEN), Verification of (THCEN), Insertion kit used (THCEN), Hand cleansing prior to procedure (THCEN), Barrier precautions in place (THCEN), Follow-up X-RAY Ordered (THCEN), Site cleansed with ChloraPrep (THCEN), Timeout Performed by (THCEN), Dressing applied and dated (THCEN), Insertion kit used (THCEN), Hand cleansing prior to procedure (THCEN), Site cleansed with ChloraPrep (THCEN), Number of attempts (THCEN), Number of operators (THCEN), Dressing applied and dated (THCEN), Follow-up X-RAY Ordered (THCEN), The Attending/Supervisor is the Clinician Operator (THCEN), I was present during the above procedure and agree with the checklist (THCEN), Barrier precautions in place (THCEN) |
Toxicology | 28 | Nausea and Vomiting (CIWA), Tremor (CIWA), Paroxysmal Sweats, Anxiety, Auditory Disturbance, Agitation, Tactile Disturbances, Visual Disturbances, Headache, Orient/Clouding Sensory, Insomnia, Seizure, Sustained Nystagmus, Ataxia, Slurred Speech, Drowsiness, Restlessness, Lacrimation, Pupils, Yawning, Abdominal Changes: Observation, Changes in Temperature, Muscle Aches, Nausea and Vomiting (CINA), Tremor (CINA), Nasal Congestion, Goose Flesh, Sweating |
Treatments | 73 | Head of Bed, Turn, Activity, Assistance Device, Activity Tolerance, Therapeutic Bed, Pressure Reducing Device, Anti Embolic Device, Knee Immobilizer Status, Continuous Pressure Machine Status, Range of Motion Location, Position, Chest PT R/L, Warming Device, Cooling Device, Cervical Collar Type, Cervical Collar Status, Traction/Immobile #1, Traction/Immobile Location #1, PT Splint Location #1, Traction/Immobile #2, Traction/Immobile #3, Traction/Immobile #4, Traction/Immobile Location #2, Traction/Immobile Location #3, Traction/Immobile Location #4, PT Splint Location #4, PT Splint Location #2, PT Splint Location #3, Bed Bath, Knee Location - Immobilizer, Warming Device Status, Cooling Device Status, Anti Embolic Device Status, Range of Motion Status, PT Splint Status #1, PT Splint Status #2, Eye Care, Skin Care, Back Care, Cough/Deep Breath, Incentive Spirometry, Pin Care, Ostomy Care, Collar Care, PT Splint Status #3, PT Splint Status #4, Oral Care, Subglottal Suctioning, Head of Bead Measurement, Traction/ |
Urine | 5 | Urine Glucose, Urine Heme, Urine Ketones, Urine Leukocytes, Urine Protein |
VBG’S | 3 | Venous CO2(Calc), Venous PvCO2, Venous pH |
Venous ABG | 4 | Venous Base Excess, Venous CO2, Venous O2, Venous TCO2 |
ZIntake | 5 | ZCath Lab Intake, ZOR Intake, ZPACU Intake, ZFree Form Intake, ZGU Irrigant Intake |
We next investigate how many chartevents exist for each of the D_ITEM
s, how many distinct patients have such values, and whether these patients’ data came from Careview (I believe SUBJECT_ID < 40000
) or Metavision (SUBJECT_ID >= 40000
).
if (exists("chart.items")) {
} else if (file.exists("chart-items.csv")) {
chart.items = read.csv("chart-items.csv", row.names=1)
chart.items$category = as.character(chart.items$category)
chart.items$label = as.character(chart.items$label)
print("chart-items.csv read from file.")
} else {
print("chart.items must be imported from database; this will take a long time...")
chart.items <- dbGetQuery(con, "select itemid, category, label from d_items")
chart.items.freq <- dbGetQuery(con, "select itemid, count(*) count from chartevents group by itemid")
chart.items.pat <- dbGetQuery(con, "select itemid, count(distinct subject_id) n_pat from chartevents group by itemid")
chart.items.pat.cv <- dbGetQuery(con, "select itemid, count(distinct subject_id) cv_pat from chartevents where subject_id < 40000 group by itemid")
chart.items.pat.mv <- dbGetQuery(con, "select itemid, count(distinct subject_id) mv_pat from chartevents where subject_id >= 40000 group by itemid")
chart.items = merge(chart.items, chart.items.freq, by="itemid", all=TRUE)
chart.items = merge(chart.items, chart.items.pat.cv, by="itemid", all=TRUE)
chart.items = merge(chart.items, chart.items.pat.mv, by="itemid", all=TRUE)
chart.items = merge(chart.items, chart.items.pat, by="itemid", all=TRUE)
chart.items = chart.items[order(chart.items$category, chart.items$label),]
print("chart.items has been read.")
}
## [1] "chart-items.csv read from file."
if (!file.exists("chart-items.csv")) {
write.csv(chart.items, "chart-items.csv")
print("chart-items.csv written.")
}
chart.items.both = subset(chart.items, !is.na(cv_pat) & !is.na(mv_pat))
Of the 12478 distinct D_ITEM
s, there are only 5561 that are recorded for any of the patients in CHARTEVENTS
, of which only 620 occur in both Careview and Metavision patients. Careview seems to use many more of the items (5526) than Metavision (655).
From previous examination of the data, we know that in the move from Careview to Metavision, some similar items have been coded with different ITEMIDs. We see whether these matching IDs can be recovered by textual identity of their labels.
item.identical <- dbGetQuery(con, "select x.itemid as itemid1, y.itemid as itemid2, x.label, x.category as cat1, y.category as cat2 from d_items x join d_items y on x.label=y.label where x.itemid<y.itemid order by x.itemid")
item.identical.pat = merge(item.identical, chart.items, by.x="itemid1", by.y="itemid")
item.identical.pat = merge(item.identical.pat, chart.items, by.x="itemid2", by.y="itemid")
item.identical.pat = item.identical.pat[order(item.identical.pat$cat1, item.identical.pat$label.x), c("itemid1", "itemid2", "count.x", "count.y", "cv_pat.x", "cv_pat.y", "mv_pat.x", "mv_pat.y", "label.x", "cat1", "cat2")]
item.identical.pat = subset(item.identical.pat, !is.na(count.x) | !is.na(count.y))
names(item.identical.pat) = c("itemid1", "itemid2", "count1", "count2", "cv.pat.n1", "cv.pat.n2", "mv.pat.n1", "mv.pat.n2", "label", "cat1", "cat2")
for (i in 1:8) item.identical.pat[,i] = as.integer(item.identical.pat[,i])
kable(item.identical.pat)
itemid1 | itemid2 | count1 | count2 | cv.pat.n1 | cv.pat.n2 | mv.pat.n1 | mv.pat.n2 | label | cat1 | cat2 | |
---|---|---|---|---|---|---|---|---|---|---|---|
2959 | 776 | 224828 | 270221 | 140198 | 15167 | 2401 | NA | 9200 | Arterial Base Excess | ABG | Labs |
451 | 3784 | 3835 | 5314 | 9486 | 1127 | 1348 | NA | NA | PCO2 | ABG’s | ABG’S |
452 | 3785 | 3837 | 5097 | 9485 | 1119 | 1348 | NA | NA | PO2 | ABG’s | ABG’S |
453 | 3725 | 4194 | 114 | 109 | 69 | 65 | NA | NA | ABG POTASSIUM | ABG’S | ABG’S |
454 | 3726 | 4195 | 52 | 47 | 31 | 27 | NA | NA | ABG SODIUM | ABG’S | ABG’S |
3035 | 823 | 225674 | 43212 | 9867 | 4757 | 643 | NA | 2266 | Mixed Venous O2% Sat | Blood Gases | Labs |
261 | 1521 | 2358 | 24454 | 1 | 8052 | 1 | NA | NA | Albumin | Chemistry | NA |
381 | 1521 | 3066 | 24454 | 1 | 8052 | 1 | NA | NA | Albumin | Chemistry | NA |
1347 | 1521 | 40548 | 24454 | NA | 8052 | NA | NA | NA | Albumin | Chemistry | Free Form Intake |
2302 | 1521 | 45403 | 24454 | NA | 8052 | NA | NA | NA | Albumin | Chemistry | Free Form Intake |
2548 | 1521 | 46564 | 24454 | NA | 8052 | NA | NA | NA | Albumin | Chemistry | Free Form Intake |
3186 | 1521 | 227456 | 24454 | 22945 | 8052 | 1927 | NA | 6537 | Albumin | Chemistry | Labs |
13 | 774 | 1060 | 12 | 24 | 8 | 18 | NA | NA | Ammonia | Chemistry | NA |
303 | 774 | 2687 | 12 | 9 | 8 | 6 | NA | NA | Ammonia | Chemistry | NA |
2686 | 774 | 220580 | 12 | 694 | 8 | 136 | NA | 367 | Ammonia | Chemistry | Labs |
1914 | 1522 | 43747 | 130402 | NA | 16125 | NA | NA | NA | Calcium | Chemistry | Free Form Intake |
2087 | 1522 | 44441 | 130402 | NA | 16125 | NA | NA | NA | Calcium | Chemistry | Free Form Intake |
2186 | 1522 | 44855 | 130402 | NA | 16125 | NA | NA | NA | Calcium | Chemistry | Free Form Intake |
2691 | 1524 | 220603 | 1812 | 1567 | 1708 | 302 | NA | 1182 | Cholesterol | Chemistry | Labs |
2692 | 1525 | 220615 | 153297 | 153010 | 17363 | 3899 | NA | 15414 | Creatinine | Chemistry | Labs |
57 | 807 | 1455 | 436622 | 5 | 15981 | 3 | NA | NA | Fingerstick Glucose | Chemistry | NA |
42 | 816 | 1350 | 148637 | 1 | 13328 | 1 | NA | NA | Ionized Calcium | Chemistry | NA |
1212 | 816 | 8177 | 148637 | 2 | 13328 | 1 | NA | NA | Ionized Calcium | Chemistry | NA |
1239 | 816 | 8325 | 148637 | NA | 13328 | NA | NA | NA | Ionized Calcium | Chemistry | NA |
3028 | 816 | 225667 | 148637 | 80126 | 13328 | 2000 | NA | 7894 | Ionized Calcium | Chemistry | Labs |
3032 | 1531 | 225668 | 63478 | 69432 | 9847 | 2440 | NA | 9496 | Lactic Acid | Chemistry | Labs |
1361 | 1532 | 40645 | 155337 | NA | 17003 | NA | NA | NA | Magnesium | Chemistry | Free Form Intake |
1990 | 1532 | 44088 | 155337 | NA | 17003 | NA | NA | NA | Magnesium | Chemistry | Free Form Intake |
2694 | 1532 | 220635 | 155337 | 147786 | 17003 | 3793 | NA | 14995 | Magnesium | Chemistry | Labs |
3036 | 1534 | 225677 | 134714 | 135440 | 17015 | 3679 | NA | 14382 | Phosphorous | Chemistry | Labs |
1570 | 1535 | 41956 | 247638 | NA | 17411 | NA | NA | NA | Potassium | Chemistry | Free Form Intake |
1740 | 1535 | 42728 | 247638 | NA | 17411 | NA | NA | NA | Potassium | Chemistry | Free Form Intake |
2159 | 1535 | 44711 | 247638 | NA | 17411 | NA | NA | NA | Potassium | Chemistry | Free Form Intake |
3037 | 836 | 225684 | 8188 | 6746 | 1780 | 297 | NA | 1281 | Serum Osmolality | Chemistry | Labs |
2698 | 1539 | 220650 | 807 | 785 | 701 | 155 | NA | 515 | Total Protein | Chemistry | Labs |
3038 | 1540 | 225693 | 2993 | 3062 | 2384 | 470 | NA | 1897 | Triglyceride | Chemistry | Labs |
837 | 1541 | 6058 | 1806 | 1 | 871 | 1 | NA | NA | Uric Acid | Chemistry | NA |
3040 | 1541 | 225695 | 1806 | 1656 | 871 | 129 | NA | 437 | Uric Acid | Chemistry | Labs |
99 | 1520 | 1671 | 2275 | 61 | 1179 | 14 | NA | NA | ACT | Coags | NA |
3021 | 1526 | 225636 | 1393 | 764 | 981 | 148 | NA | 387 | D-Dimer | Coags | Labs |
447 | 1528 | 3755 | 15727 | 140 | 5583 | 81 | NA | NA | Fibrinogen | Coags | Heme/Coag |
3200 | 1528 | 227468 | 15727 | 14339 | 5583 | 1069 | NA | 4427 | Fibrinogen | Coags | Labs |
3199 | 1530 | 227467 | 106808 | 93040 | 15774 | 3494 | NA | 13566 | INR | Coags | Labs |
450 | 1533 | 3796 | 115354 | 309 | 15905 | 174 | NA | NA | PTT | Coags | Heme/Coag |
3198 | 1533 | 227466 | 115354 | 99769 | 15905 | 3480 | NA | 13487 | PTT | Coags | Labs |
3202 | 1537 | 227469 | 112 | 115 | 97 | 22 | NA | 77 | Thrombin | Coags | Labs |
3191 | 831 | 227458 | 139 | 8 | 42 | 2 | NA | 1 | Procan | Drug level | Labs |
1007 | 792 | 6553 | 1552 | 47 | 179 | 1 | NA | NA | Cyclosporin | Drug Level | NA |
1448 | 792 | 41093 | 1552 | NA | 179 | NA | NA | NA | Cyclosporin | Drug Level | Free Form Intake |
1769 | 792 | 42813 | 1552 | NA | 179 | NA | NA | NA | Cyclosporin | Drug Level | Free Form Intake |
1899 | 792 | 43677 | 1552 | NA | 179 | NA | NA | NA | Cyclosporin | Drug Level | Free Form Intake |
3183 | 801 | 227440 | 2742 | 1403 | 999 | 191 | NA | 422 | Digoxin | Drug Level | Labs |
3225 | 802 | 227689 | 8296 | NA | 1878 | NA | NA | NA | Dilantin | Drug Level | Medications |
3195 | 805 | 227462 | 1943 | 2159 | 295 | 99 | NA | 184 | FK506 | Drug Level | Labs |
1287 | 819 | 30048 | 5 | NA | 5 | NA | NA | NA | Lidocaine | Drug Level | NA |
3131 | 819 | 225945 | 5 | NA | 5 | NA | NA | NA | Lidocaine | Drug Level | Medications |
1536 | 826 | 41733 | 1594 | NA | 156 | NA | NA | NA | Phenobarbital | Drug Level | Free Form Intake |
3194 | 826 | 227460 | 1594 | 251 | 156 | 8 | NA | 30 | Phenobarbital | Drug Level | Labs |
3192 | 832 | 227459 | 139 | 8 | 42 | 2 | NA | 1 | Procan Napa | Drug Level | Labs |
523 | 852 | 4607 | 5096 | 11 | 1732 | 5 | NA | NA | Tylenol | Drug Level | NA |
2697 | 769 | 220644 | 41594 | 37625 | 10723 | 2106 | NA | 7681 | ALT | Enzymes | Labs |
2689 | 775 | 220581 | 21358 | 8685 | 6938 | 1000 | NA | 2497 | Amylase | Enzymes | Labs |
2690 | 770 | 220587 | 41447 | 37598 | 10680 | 2099 | NA | 7676 | AST | Enzymes | Labs |
2693 | 817 | 220632 | 23374 | 23125 | 8032 | 1719 | NA | 5925 | LDH | Enzymes | Labs |
264 | 820 | 2412 | 88 | 1 | 67 | 1 | NA | NA | Lipase | Enzymes | NA |
3034 | 820 | 225672 | 88 | 9766 | 67 | 1074 | NA | 2999 | Lipase | Enzymes | Labs |
3188 | 45403 | 227456 | NA | 22945 | NA | 1927 | NA | 6537 | albumin | Free Form Intake | Labs |
3189 | 46564 | 227456 | NA | 22945 | NA | 1927 | NA | 6537 | Albumin | Free Form Intake | Labs |
3184 | 40548 | 227456 | NA | 22945 | NA | 1927 | NA | 6537 | ALBUMIN | Free Form Intake | Labs |
2782 | 44862 | 223763 | NA | 4378 | NA | 89 | NA | 685 | BLADDER PRESSURE | Free Form Intake | Routine Vital Signs |
2696 | 40645 | 220635 | NA | 147786 | NA | 3793 | NA | 14995 | magnesium | Free Form Intake | Labs |
2695 | 44088 | 220635 | NA | 147786 | NA | 3793 | NA | 14995 | Magnesium | Free Form Intake | Labs |
3193 | 41733 | 227460 | NA | 251 | NA | 8 | NA | 30 | phenobarbital | Free Form Intake | Labs |
3022 | 794 | 225637 | 5 | 7531 | 5 | 767 | NA | 2476 | Differential-Atyps | Hematology | Labs |
3023 | 795 | 225638 | 13771 | 8610 | 6248 | 1044 | NA | 2716 | Differential-Bands | Hematology | Labs |
3024 | 796 | 225639 | 21869 | 20425 | 8972 | 1914 | NA | 6860 | Differential-Basos | Hematology | Labs |
3025 | 797 | 225640 | 21870 | 20424 | 8972 | 1914 | NA | 6860 | Differential-Eos | Hematology | Labs |
3026 | 798 | 225641 | 21872 | 20425 | 8972 | 1914 | NA | 6860 | Differential-Lymphs | Hematology | Labs |
3027 | 799 | 225642 | 21871 | 20425 | 8972 | 1914 | NA | 6860 | Differential-Monos | Hematology | Labs |
2683 | 814 | 220228 | 188568 | 137117 | 22251 | 3874 | NA | 15379 | Hemoglobin | Hematology | Labs |
1259 | 828 | 30006 | 189535 | NA | 22331 | NA | NA | NA | Platelets | Hematology | NA |
2974 | 828 | 225170 | 189535 | NA | 22331 | NA | NA | NA | Platelets | Hematology | Blood Products/Colloids |
3203 | 835 | 227470 | 752 | 700 | 640 | 128 | NA | 461 | Sed Rate | Hematology | Labs |
2685 | 1542 | 220546 | 138619 | 133356 | 17304 | 3877 | NA | 15377 | WBC | Hematology | Labs |
445 | 3734 | 3738 | 8251 | 8053 | 5262 | 5138 | NA | NA | BANDS | Heme/Coag | Heme/Coag |
446 | 3735 | 3742 | 5273 | 8163 | 3574 | 5192 | NA | NA | BASOs | Heme/Coag | CSF |
3201 | 3755 | 227468 | 140 | 14339 | 81 | 1069 | NA | 4427 | FIBRINOGEN | Heme/Coag | Labs |
448 | 3768 | 3770 | 8364 | 8161 | 5319 | 5192 | NA | NA | LYMPHS | Heme/Coag | Heme/Coag |
449 | 3771 | 3779 | 8364 | 8161 | 5319 | 5192 | NA | NA | MONOs | Heme/Coag | CSF |
3197 | 3796 | 227466 | 309 | 99769 | 174 | 3480 | NA | 13487 | Ptt | Heme/Coag | Labs |
244 | 838 | 2194 | 1996 | 134 | 1049 | 11 | NA | NA | SvO2 | Mixed Venous Gases | NA |
300 | 838 | 2669 | 1996 | 69 | 1049 | 3 | NA | NA | SvO2 | Mixed Venous Gases | NA |
2787 | 838 | 223772 | 1996 | 61268 | 1049 | 126 | NA | 1261 | SvO2 | Mixed Venous Gases | Hemodynamics |
3245 | 224392 | 227809 | NA | 5723 | NA | 219 | NA | 2160 | ETT Position Change | Respiratory | Respiratory |
3246 | 223840 | 227810 | NA | 5708 | NA | 235 | NA | 2450 | ETT Re-taped | Respiratory | Respiratory |
1248 | 3372 | 8513 | 4474 | 3850 | 62 | 58 | NA | NA | [Color] | NA | NA |
407 | 2280 | 3179 | 54 | 24 | 5 | 1 | NA | NA | 1:1 sitter | NA | NA |
793 | 5301 | 5929 | 15 | 1 | 2 | 1 | NA | NA | 180 degree rotation | NA | NA |
768 | 5309 | 5806 | 25 | 1 | 4 | 1 | NA | NA | 180 degree turn | NA | NA |
2576 | 7948 | 46674 | 1 | NA | 1 | NA | NA | NA | 30mmol NAPHOS | NA | Free Form Intake |
419 | 2872 | 3217 | 308 | 6 | 10 | 1 | NA | NA | abd binder | NA | NA |
996 | 2872 | 6517 | 308 | 48 | 10 | 1 | NA | NA | abd binder | NA | NA |
997 | 3217 | 6517 | 6 | 48 | 1 | 1 | NA | NA | Abd binder | NA | NA |
336 | 2492 | 2872 | 95 | 308 | 4 | 10 | NA | NA | ABD BINDER | NA | NA |
418 | 2492 | 3217 | 95 | 6 | 4 | 1 | NA | NA | ABD BINDER | NA | NA |
998 | 2492 | 6517 | 95 | 48 | 4 | 1 | NA | NA | ABD BINDER | NA | NA |
318 | 2563 | 2788 | 2 | 2 | 2 | 2 | NA | NA | abd girth | NA | NA |
2846 | 27 | 224003 | 739101 | NA | 22343 | NA | NA | NA | Abdominal Assessment | NA | GI/GU |
791 | 1027 | 5921 | 288 | 88 | 9 | 4 | NA | NA | abdominal binder | NA | NA |
920 | 1027 | 6312 | 288 | 95 | 9 | 6 | NA | NA | abdominal binder | NA | NA |
921 | 5921 | 6312 | 88 | 95 | 4 | 6 | NA | NA | ABDOMINAL BINDER | NA | NA |
338 | 28 | 2919 | 186 | 7 | 34 | 1 | NA | NA | Abdominal Girth | NA | NA |
825 | 28 | 6028 | 186 | 6 | 34 | 2 | NA | NA | Abdominal Girth | NA | NA |
826 | 2919 | 6028 | 7 | 6 | 1 | 2 | NA | NA | ABDOMINAL GIRTH | NA | NA |
2240 | 7065 | 45035 | 65 | NA | 1 | NA | NA | NA | Abdominal incision | NA | NA |
1696 | 8290 | 42573 | 21 | NA | 1 | NA | NA | NA | Acetylcysteine | NA | Free Form Intake |
1998 | 8290 | 44107 | 21 | NA | 1 | NA | NA | NA | Acetylcysteine | NA | Free Form Intake |
2280 | 8290 | 45302 | 21 | NA | 1 | NA | NA | NA | Acetylcysteine | NA | Free Form Intake |
1160 | 7107 | 7743 | 92 | 133 | 2 | 1 | NA | NA | Acetylcysteine mg/hr | NA | NA |
2536 | 7107 | 46543 | 92 | NA | 2 | NA | NA | NA | Acetylcysteine mg/hr | NA | Free Form Intake |
2535 | 7743 | 46543 | 133 | NA | 1 | NA | NA | NA | ACETYLCYSTEINE MG/HR | NA | Free Form Intake |
1149 | 7383 | 7573 | 12 | 14 | 1 | 2 | NA | NA | Actigal | NA | NA |
2880 | 31 | 224084 | 1444628 | NA | 29027 | NA | NA | NA | Activity | NA | Treatments |
2882 | 32 | 224086 | 880383 | NA | 22132 | NA | NA | NA | Activity Tolerance | NA | Treatments |
3077 | 4716 | 225837 | 111 | NA | 17 | NA | NA | NA | acyclovir | NA | Antibiotics |
547 | 4252 | 4716 | 368 | 111 | 39 | 17 | NA | NA | Acyclovir | NA | NA |
3076 | 4252 | 225837 | 368 | NA | 39 | NA | NA | NA | Acyclovir | NA | Antibiotics |
2717 | 4649 | 221282 | 17 | NA | 6 | NA | NA | NA | Adenosine | NA | Medications |
2811 | 40 | 223836 | 510131 | NA | 13227 | NA | NA | NA | Airway Type | NA | Respiratory |
1348 | 3066 | 40548 | 1 | NA | 1 | NA | NA | NA | albumin | NA | Free Form Intake |
2300 | 3066 | 45403 | 1 | NA | 1 | NA | NA | NA | albumin | NA | Free Form Intake |
2549 | 3066 | 46564 | 1 | NA | 1 | NA | NA | NA | albumin | NA | Free Form Intake |
3185 | 3066 | 227456 | 1 | 22945 | 1 | 1927 | NA | 6537 | albumin | NA | Labs |
382 | 2358 | 3066 | 1 | 1 | 1 | 1 | NA | NA | ALBUMIN | NA | NA |
1349 | 2358 | 40548 | 1 | NA | 1 | NA | NA | NA | ALBUMIN | NA | Free Form Intake |
2299 | 2358 | 45403 | 1 | NA | 1 | NA | NA | NA | ALBUMIN | NA | Free Form Intake |
2551 | 2358 | 46564 | 1 | NA | 1 | NA | NA | NA | ALBUMIN | NA | Free Form Intake |
3187 | 2358 | 227456 | 1 | 22945 | 1 | 1927 | NA | 6537 | ALBUMIN | NA | Labs |
1690 | 2658 | 42561 | 22 | NA | 1 | NA | NA | NA | ALCOHOL | NA | Free Form Intake |
1694 | 2655 | 42564 | 98 | NA | 1 | NA | NA | NA | ALCOHOL 10%DRIP G/HR | NA | Free Form Intake |
1698 | 2661 | 42577 | 5 | NA | 1 | NA | NA | NA | ALCOHOL 5% DRIP G/HR | NA | Free Form Intake |
137 | 1364 | 1820 | 2 | 7 | 2 | 2 | NA | NA | ALCOHOL BATH | NA | NA |
1736 | 2796 | 42697 | 87 | NA | 1 | NA | NA | NA | Alcohol Gm/hour | NA | Free Form Intake |
1817 | 3106 | 42998 | 64 | NA | 1 | NA | NA | NA | alcohol gtt | NA | Free Form Intake |
1739 | 2806 | 42709 | 74 | NA | 1 | NA | NA | NA | ALCOHOL GTT ML/HR | NA | Free Form Intake |
655 | 4788 | 5257 | 325 | 30 | 11 | 1 | NA | NA | aldactone | NA | NA |
566 | 4383 | 4788 | 760 | 325 | 22 | 11 | NA | NA | Aldactone | NA | NA |
654 | 4383 | 5257 | 760 | 30 | 22 | 1 | NA | NA | Aldactone | NA | NA |
1697 | 2666 | 42575 | 11 | NA | 1 | NA | NA | NA | alteplase | NA | Free Form Intake |
3078 | 5157 | 225838 | 16 | NA | 2 | NA | NA | NA | Ambisome | NA | Antibiotics |
1634 | 2478 | 42342 | 122 | NA | 1 | NA | NA | NA | Amiodarone mg/hr | NA | Free Form Intake |
302 | 1060 | 2687 | 24 | 9 | 18 | 6 | NA | NA | ammonia | NA | NA |
2688 | 1060 | 220580 | 24 | 694 | 18 | 136 | NA | 367 | ammonia | NA | Labs |
2687 | 2687 | 220580 | 9 | 694 | 6 | 136 | NA | 367 | AMMONIA | NA | Labs |
1231 | 5523 | 8273 | 74 | 25 | 5 | 1 | NA | NA | Amoxacillin | NA | NA |
510 | 4511 | 4538 | 288 | 125 | 24 | 10 | NA | NA | Amoxicillin | NA | NA |
2093 | 3302 | 44467 | 122 | NA | 12 | NA | NA | NA | Amphotericin | NA | Free Form Intake |
2661 | 3303 | 90004 | 19248 | NA | 3808 | NA | NA | NA | Ampicillin | NA | ANTIBACTERIUM |
3080 | 3303 | 225842 | 19248 | NA | 3808 | NA | NA | NA | Ampicillin | NA | Antibiotics |
2801 | 1421 | 223811 | 17992 | NA | 1074 | NA | NA | NA | Anxiety | NA | Toxicology |
102 | 1567 | 1684 | 2063 | 234 | 124 | 18 | NA | NA | apnea | NA | NA |
396 | 1567 | 3122 | 2063 | 34 | 124 | 4 | NA | NA | apnea | NA | NA |
397 | 1684 | 3122 | 234 | 34 | 18 | 4 | NA | NA | APNEA | NA | NA |
2814 | 1555 | 223876 | 2 | 455799 | 2 | 942 | NA | 8244 | Apnea Interval | NA | Respiratory |
745 | 1491 | 5754 | 81 | 22 | 5 | 4 | NA | NA | apnea time | NA | NA |
175 | 50 | 1975 | 285263 | 15 | 9361 | 1 | NA | NA | Apnea Time Interval | NA | NA |
345 | 2946 | 2947 | 7 | 16 | 2 | 3 | NA | NA | APPROTININ CC/HR | NA | NA |
1661 | 2673 | 42459 | 5 | NA | 2 | NA | NA | NA | aprotanin | NA | Free Form Intake |
1699 | 2673 | 42589 | 5 | NA | 2 | NA | NA | NA | aprotanin | NA | Free Form Intake |
301 | 2652 | 2673 | 6 | 5 | 2 | 2 | NA | NA | APROTANIN | NA | NA |
1662 | 2652 | 42459 | 6 | NA | 2 | NA | NA | NA | APROTANIN | NA | Free Form Intake |
1700 | 2652 | 42589 | 6 | NA | 2 | NA | NA | NA | APROTANIN | NA | Free Form Intake |
1716 | 2760 | 42668 | 4 | NA | 1 | NA | NA | NA | aprotanine | NA | Free Form Intake |
1676 | 6952 | 42521 | 5 | NA | 1 | NA | NA | NA | Aprotinen | NA | Free Form Intake |
2104 | 6952 | 44483 | 5 | NA | 1 | NA | NA | NA | Aprotinen | NA | Free Form Intake |
262 | 2305 | 2376 | 81 | 28 | 12 | 4 | NA | NA | aprotinin | NA | NA |
254 | 2161 | 2287 | 101 | 160 | 9 | 17 | NA | NA | aprotinin cc/hr | NA | NA |
311 | 2161 | 2764 | 101 | 22 | 9 | 2 | NA | NA | aprotinin cc/hr | NA | NA |
1576 | 2161 | 42044 | 101 | NA | 9 | NA | NA | NA | aprotinin cc/hr | NA | Free Form Intake |
1766 | 2161 | 42811 | 101 | NA | 9 | NA | NA | NA | aprotinin cc/hr | NA | Free Form Intake |
1577 | 2764 | 42044 | 22 | NA | 2 | NA | NA | NA | Aprotinin cc/hr | NA | Free Form Intake |
1765 | 2764 | 42811 | 22 | NA | 2 | NA | NA | NA | Aprotinin cc/hr | NA | Free Form Intake |
312 | 2287 | 2764 | 160 | 22 | 17 | 2 | NA | NA | APROTININ CC/HR | NA | NA |
1578 | 2287 | 42044 | 160 | NA | 17 | NA | NA | NA | APROTININ CC/HR | NA | Free Form Intake |
1767 | 2287 | 42811 | 160 | NA | 17 | NA | NA | NA | APROTININ CC/HR | NA | Free Form Intake |
1014 | 3270 | 6635 | 6 | 6 | 1 | 1 | NA | NA | aprotinin ml/hr | NA | NA |
434 | 2373 | 3270 | 87 | 6 | 8 | 1 | NA | NA | APROTININ ML/HR | NA | NA |
1013 | 2373 | 6635 | 87 | 6 | 8 | 1 | NA | NA | APROTININ ML/HR | NA | NA |
1745 | 2932 | 42734 | 11 | NA | 2 | NA | NA | NA | aprotinine | NA | Free Form Intake |
1773 | 2932 | 42821 | 11 | NA | 2 | NA | NA | NA | aprotinine | NA | Free Form Intake |
341 | 2832 | 2932 | 8 | 11 | 2 | 2 | NA | NA | APROTININE | NA | NA |
1746 | 2832 | 42734 | 8 | NA | 2 | NA | NA | NA | APROTININE | NA | Free Form Intake |
1774 | 2832 | 42821 | 8 | NA | 2 | NA | NA | NA | APROTININE | NA | Free Form Intake |
1593 | 2339 | 42146 | 38 | NA | 7 | NA | NA | NA | APROTONIN | NA | Free Form Intake |
1598 | 2339 | 42173 | 38 | NA | 7 | NA | NA | NA | APROTONIN | NA | Free Form Intake |
1606 | 2339 | 42203 | 38 | NA | 7 | NA | NA | NA | APROTONIN | NA | Free Form Intake |
471 | 4235 | 4334 | 221 | 140 | 35 | 24 | NA | NA | Aquaphor | NA | NA |
1319 | 1381 | 30173 | 13 | NA | 1 | NA | NA | NA | ARGATROBAN | NA | NA |
2962 | 1381 | 225147 | 13 | NA | 1 | NA | NA | NA | ARGATROBAN | NA | Medications |
2908 | 24 | 224404 | 7851 | NA | 75 | NA | NA | NA | ART Lumen Volume | NA | Dialysis |
296 | 2294 | 2647 | 15 | 2 | 1 | 1 | NA | NA | ART MEAN | NA | NA |
1020 | 4292 | 6663 | 46 | 46 | 3 | 3 | NA | NA | artificial tears | NA | NA |
2881 | 54 | 224085 | 894227 | NA | 22169 | NA | NA | NA | Assistance Device | NA | Treatments |
3324 | 54 | 228306 | 894227 | NA | 22169 | NA | NA | NA | Assistance Device | NA | Treatments |
2892 | 55 | 224309 | 31057 | 8491 | 782 | 20 | NA | 222 | Assisted Systole | NA | IABP |
2808 | 1422 | 223827 | 8682 | NA | 669 | NA | NA | NA | Ataxia | NA | Toxicology |
208 | 1466 | 2066 | 355 | 44 | 48 | 6 | NA | NA | ATC | NA | NA |
784 | 2015 | 5869 | 26 | 26 | 2 | 2 | NA | NA | ATC ON | NA | NA |
1568 | 3135 | 41938 | 9 | NA | 1 | NA | NA | NA | ATG | NA | Free Form Intake |
1748 | 3135 | 42755 | 9 | NA | 1 | NA | NA | NA | ATG | NA | Free Form Intake |
1309 | 5413 | 30141 | 99 | NA | 2 | NA | NA | NA | Ativan | NA | NA |
2721 | 4874 | 221393 | 13 | NA | 1 | NA | NA | NA | atropine | NA | Medications |
666 | 4957 | 5346 | 35 | 32 | 2 | 1 | NA | NA | Atropine drops | NA | NA |
543 | 4638 | 4692 | 12 | 20 | 1 | 2 | NA | NA | atropine eye drops | NA | NA |
2802 | 1423 | 223814 | 17587 | NA | 1051 | NA | NA | NA | Auditory Disturbance | NA | Toxicology |
2893 | 59 | 224310 | 30982 | 8486 | 781 | 20 | NA | 222 | Augmented Diastole | NA | IABP |
18 | 60 | 1096 | 5284 | 2 | 860 | 1 | NA | NA | Auto-PEEP Level | NA | NA |
806 | 1227 | 5964 | 14 | 2 | 3 | 1 | NA | NA | autopeep | NA | NA |
934 | 1227 | 6349 | 14 | 1 | 3 | 1 | NA | NA | autopeep | NA | NA |
935 | 5964 | 6349 | 2 | 1 | 1 | 1 | NA | NA | Autopeep | NA | NA |
1197 | 7762 | 8021 | 40 | 62 | 2 | 2 | NA | NA | autorotation | NA | NA |
823 | 2074 | 6023 | 87 | 7 | 9 | 1 | NA | NA | AV Fistula | NA | NA |
1086 | 2074 | 7093 | 87 | 9 | 9 | 1 | NA | NA | AV Fistula | NA | NA |
1087 | 6023 | 7093 | 7 | 9 | 1 | 1 | NA | NA | AV FISTULA | NA | NA |
814 | 2588 | 5986 | 27 | 13 | 1 | 1 | NA | NA | AV FISTULA BRUIT | NA | NA |
1 | 61 | 741 | 107 | 105 | 77 | 75 | NA | NA | AvDO2 | NA | NA |
578 | 4792 | 4812 | 108 | 350 | 13 | 29 | NA | NA | bacitracin | NA | NA |
618 | 4561 | 5025 | 43 | 25 | 3 | 3 | NA | NA | bacitracin oint | NA | NA |
552 | 4223 | 4735 | 158 | 51 | 14 | 2 | NA | NA | Bacitracin ointment | NA | NA |
2983 | 72 | 225187 | 360966 | 257927 | 17555 | 1774 | NA | 12607 | Back Care | NA | Treatments |
636 | 4952 | 5115 | 130 | 32 | 15 | 4 | NA | NA | Bactroban | NA | NA |
2894 | 62 | 224311 | 30799 | 8448 | 781 | 20 | NA | 222 | BAEDP | NA | IABP |
924 | 5729 | 6326 | 34 | 16 | 10 | 3 | NA | NA | bair hugger | NA | NA |
738 | 2397 | 5729 | 14 | 34 | 4 | 10 | NA | NA | BAIR HUGGER | NA | NA |
925 | 2397 | 6326 | 14 | 16 | 4 | 3 | NA | NA | BAIR HUGGER | NA | NA |
2939 | 75 | 224661 | 10634 | 6899 | 435 | 55 | NA | 716 | Baseline Current/mA | NA | Pain/Sedation |
16 | 1063 | 1078 | 15527 | 7133 | 3085 | 1299 | NA | NA | bath | NA | NA |
167 | 1063 | 1910 | 15527 | 83 | 3085 | 19 | NA | NA | bath | NA | NA |
3338 | 1063 | 228393 | 15527 | NA | 3085 | NA | NA | NA | bath | NA | Treatments |
14 | 76 | 1063 | 21076 | 15527 | 3858 | 3085 | NA | NA | Bath | NA | NA |
17 | 76 | 1078 | 21076 | 7133 | 3858 | 1299 | NA | NA | Bath | NA | NA |
165 | 76 | 1910 | 21076 | 83 | 3858 | 19 | NA | NA | Bath | NA | NA |
3339 | 76 | 228393 | 21076 | NA | 3858 | NA | NA | NA | Bath | NA | Treatments |
3340 | 1910 | 228393 | 83 | NA | 19 | NA | NA | NA | BAth | NA | Treatments |
166 | 1078 | 1910 | 7133 | 83 | 1299 | 19 | NA | NA | BATH | NA | NA |
3341 | 1078 | 228393 | 7133 | NA | 1299 | NA | NA | NA | BATH | NA | Treatments |
1166 | 7652 | 7792 | 17 | 11 | 3 | 2 | NA | NA | bath care | NA | NA |
1158 | 6230 | 7652 | 12 | 17 | 6 | 3 | NA | NA | Bath Care | NA | NA |
1167 | 6230 | 7792 | 12 | 11 | 6 | 2 | NA | NA | Bath Care | NA | NA |
522 | 4601 | 4605 | 13 | 23 | 11 | 23 | NA | NA | Bath demo | NA | NA |
431 | 1202 | 3263 | 4 | 27 | 2 | 6 | NA | NA | bathed | NA | NA |
493 | 1202 | 4437 | 4 | 78 | 2 | 15 | NA | NA | bathed | NA | NA |
494 | 3263 | 4437 | 27 | 78 | 6 | 15 | NA | NA | BATHED | NA | NA |
1135 | 3175 | 7453 | 5 | 35 | 2 | 2 | NA | NA | BEAR HUGGER | NA | NA |
136 | 1743 | 1781 | 262 | 19 | 45 | 5 | NA | NA | bed alarm | NA | NA |
1030 | 1743 | 6750 | 262 | 8 | 45 | 1 | NA | NA | bed alarm | NA | NA |
122 | 1653 | 1743 | 112 | 262 | 21 | 45 | NA | NA | Bed Alarm | NA | NA |
135 | 1653 | 1781 | 112 | 19 | 21 | 5 | NA | NA | Bed Alarm | NA | NA |
1032 | 1653 | 6750 | 112 | 8 | 21 | 1 | NA | NA | Bed Alarm | NA | NA |
1031 | 1781 | 6750 | 19 | 8 | 5 | 1 | NA | NA | BED ALARM | NA | NA |
1072 | 5564 | 6957 | 5 | 12 | 1 | 2 | NA | NA | bed alarms | NA | NA |
64 | 1375 | 1503 | 276 | 238 | 65 | 22 | NA | NA | bed bath | NA | NA |
158 | 1375 | 1892 | 276 | 103 | 65 | 22 | NA | NA | bed bath | NA | NA |
750 | 1375 | 5760 | 276 | 22 | 65 | 6 | NA | NA | bed bath | NA | NA |
2994 | 1375 | 225313 | 276 | 62146 | 65 | 1470 | NA | 10530 | bed bath | NA | Treatments |
2996 | 5760 | 225313 | 22 | 62146 | 6 | 1470 | NA | 10530 | Bed bath | NA | Treatments |
159 | 1503 | 1892 | 238 | 103 | 22 | 22 | NA | NA | Bed Bath | NA | NA |
749 | 1503 | 5760 | 238 | 22 | 22 | 6 | NA | NA | Bed Bath | NA | NA |
2993 | 1503 | 225313 | 238 | 62146 | 22 | 1470 | NA | 10530 | Bed Bath | NA | Treatments |
748 | 1892 | 5760 | 103 | 22 | 22 | 6 | NA | NA | BED BATH | NA | NA |
2995 | 1892 | 225313 | 103 | 62146 | 22 | 1470 | NA | 10530 | BED BATH | NA | Treatments |
1076 | 5716 | 6981 | 5 | 18 | 2 | 1 | NA | NA | bed exit alarm | NA | NA |
1201 | 5823 | 8058 | 43 | 33 | 2 | 2 | NA | NA | Bed Percussion | NA | NA |
928 | 6330 | 6333 | 648 | 880 | 10 | 12 | NA | NA | Bed rotation | NA | NA |
926 | 6282 | 6330 | 1418 | 648 | 19 | 10 | NA | NA | Bed Rotation | NA | NA |
927 | 6282 | 6333 | 1418 | 880 | 19 | 12 | NA | NA | Bed Rotation | NA | NA |
1151 | 7443 | 7582 | 20 | 35 | 1 | 1 | NA | NA | Bed Rotation. | NA | NA |
422 | 1382 | 3223 | 455 | 778 | 73 | 102 | NA | NA | bedbath | NA | NA |
426 | 1382 | 3249 | 455 | 382 | 73 | 25 | NA | NA | bedbath | NA | NA |
427 | 3223 | 3249 | 778 | 382 | 102 | 25 | NA | NA | Bedbath | NA | NA |
3139 | 77 | 226105 | 424017 | NA | 20965 | NA | NA | NA | Behavior | NA | Neurological |
1540 | 5075 | 41759 | 12 | NA | 4 | NA | NA | NA | Bicarb | NA | Free Form Intake |
1891 | 5075 | 43619 | 12 | NA | 4 | NA | NA | NA | Bicarb | NA | Free Form Intake |
1897 | 5075 | 43661 | 12 | NA | 4 | NA | NA | NA | Bicarb | NA | Free Form Intake |
621 | 5032 | 5045 | 27 | 21 | 19 | 14 | NA | NA | bili | NA | NA |
684 | 5032 | 5543 | 27 | 9 | 19 | 6 | NA | NA | bili | NA | NA |
683 | 5045 | 5543 | 21 | 9 | 14 | 6 | NA | NA | Bili | NA | NA |
893 | 6193 | 6211 | 1 | 2 | 1 | 1 | NA | NA | Bili & Lytes | NA | NA |
675 | 4354 | 5483 | 11 | 16 | 9 | 10 | NA | NA | Bili level | NA | NA |
337 | 2821 | 2918 | 37 | 28 | 1 | 1 | NA | NA | binder | NA | NA |
3217 | 6060 | 227578 | 11 | NA | 1 | NA | NA | NA | Bipap mask | NA | Respiratory |
1320 | 1377 | 30174 | 27 | NA | 2 | NA | NA | NA | bivalirudin | NA | NA |
48 | 1363 | 1377 | 108 | 27 | 3 | 2 | NA | NA | Bivalirudin | NA | NA |
1321 | 1363 | 30174 | 108 | NA | 3 | NA | NA | NA | Bivalirudin | NA | NA |
1464 | 78 | 41246 | 1972 | NA | 122 | NA | NA | NA | Bladder Irrigation | NA | Free Form Intake |
2854 | 78 | 224019 | 1972 | NA | 122 | NA | NA | NA | Bladder Irrigation | NA | GI/GU |
6 | 993 | 996 | 310 | 182 | 58 | 41 | NA | NA | bladder pressure | NA | NA |
51 | 993 | 1404 | 310 | 52 | 58 | 12 | NA | NA | bladder pressure | NA | NA |
55 | 993 | 1411 | 310 | 4046 | 58 | 650 | NA | NA | bladder pressure | NA | NA |
2193 | 993 | 44862 | 310 | NA | 58 | NA | NA | NA | bladder pressure | NA | Free Form Intake |
2778 | 993 | 223763 | 310 | 4378 | 58 | 89 | NA | 685 | bladder pressure | NA | Routine Vital Signs |
53 | 1404 | 1411 | 52 | 4046 | 12 | 650 | NA | NA | Bladder pressure | NA | NA |
2190 | 1404 | 44862 | 52 | NA | 12 | NA | NA | NA | Bladder pressure | NA | Free Form Intake |
2779 | 1404 | 223763 | 52 | 4378 | 12 | 89 | NA | 685 | Bladder pressure | NA | Routine Vital Signs |
2192 | 1411 | 44862 | 4046 | NA | 650 | NA | NA | NA | Bladder Pressure | NA | Free Form Intake |
2781 | 1411 | 223763 | 4046 | 4378 | 650 | 89 | NA | 685 | Bladder Pressure | NA | Routine Vital Signs |
52 | 996 | 1404 | 182 | 52 | 41 | 12 | NA | NA | BLADDER PRESSURE | NA | NA |
54 | 996 | 1411 | 182 | 4046 | 41 | 650 | NA | NA | BLADDER PRESSURE | NA | NA |
2191 | 996 | 44862 | 182 | NA | 41 | NA | NA | NA | BLADDER PRESSURE | NA | Free Form Intake |
2780 | 996 | 223763 | 182 | 4378 | 41 | 89 | NA | 685 | BLADDER PRESSURE | NA | Routine Vital Signs |
3 | 938 | 942 | 4 | 2 | 2 | 2 | NA | NA | blood cultures | NA | NA |
438 | 938 | 3333 | 4 | 5061 | 2 | 4423 | NA | NA | blood cultures | NA | NA |
439 | 942 | 3333 | 2 | 5061 | 2 | 4423 | NA | NA | BLOOD CULTURES | NA | NA |
1890 | 3334 | 43606 | 1 | NA | 1 | NA | NA | NA | Blood Out | NA | NA |
1917 | 3334 | 43762 | 1 | NA | 1 | NA | NA | NA | Blood Out | NA | NA |
2847 | 80 | 224004 | 1138048 | NA | 26244 | NA | NA | NA | Bowel Sounds | NA | GI/GU |
2861 | 82 | 224056 | 345309 | NA | 22187 | NA | NA | NA | Braden Activity | NA | Skin - Assessment |
2862 | 84 | 224057 | 345105 | NA | 22188 | NA | NA | NA | Braden Mobility | NA | Skin - Assessment |
2860 | 85 | 224055 | 345316 | NA | 22187 | NA | NA | NA | Braden Moisture | NA | Skin - Assessment |
2863 | 86 | 224058 | 344990 | NA | 22186 | NA | NA | NA | Braden Nutrition | NA | Skin - Assessment |
1074 | 2268 | 6963 | 16 | 45 | 1 | 6 | NA | NA | BREAST BINDER | NA | NA |
894 | 5737 | 6219 | NA | 7 | NA | 1 | NA | NA | breast pump | NA | NA |
2464 | 6219 | 46260 | 7 | NA | 1 | NA | NA | NA | Breast Pump | NA | NA |
1207 | 7084 | 8109 | 130 | 70 | 1 | 1 | NA | NA | Broviac Dsg | NA | NA |
1082 | 5260 | 7084 | 152 | 130 | 1 | 1 | NA | NA | BROVIAC DSG | NA | NA |
1208 | 5260 | 8109 | 152 | 70 | 1 | 1 | NA | NA | BROVIAC DSG | NA | NA |
3019 | 5876 | 225624 | 1 | 152475 | 1 | 3899 | NA | 15413 | bun | NA | Labs |
785 | 1162 | 5876 | 152539 | 1 | 17358 | 1 | NA | NA | BUN | NA | NA |
3020 | 1162 | 225624 | 152539 | 152475 | 17358 | 3899 | NA | 15413 | BUN | NA | Labs |
1642 | 2503 | 42365 | 29 | NA | 1 | NA | NA | NA | bupivacaine | NA | Free Form Intake |
2565 | 2503 | 46609 | 29 | NA | 1 | NA | NA | NA | bupivacaine | NA | Free Form Intake |
272 | 2013 | 2503 | 50 | 29 | 1 | 1 | NA | NA | Bupivacaine | NA | NA |
1643 | 2013 | 42365 | 50 | NA | 1 | NA | NA | NA | Bupivacaine | NA | Free Form Intake |
2566 | 2013 | 46609 | 50 | NA | 1 | NA | NA | NA | Bupivacaine | NA | Free Form Intake |
1342 | 8048 | 40452 | 2 | NA | 1 | NA | NA | NA | C.O. | NA | NA |
1421 | 8048 | 40908 | 2 | NA | 1 | NA | NA | NA | C.O. | NA | Free Form Intake |
1674 | 6470 | 42504 | 2 | NA | 1 | NA | NA | NA | CA GLUCONATE | NA | Free Form Intake |
2361 | 6470 | 45699 | 2 | NA | 1 | NA | NA | NA | CA GLUCONATE | NA | Free Form Intake |
2469 | 6470 | 46291 | 2 | NA | 1 | NA | NA | NA | CA GLUCONATE | NA | Free Form Intake |
1826 | 3214 | 43070 | 324 | NA | 1 | NA | NA | NA | Ca++ Gluconate | NA | Free Form Intake |
495 | 3346 | 4446 | 21721 | 14 | 846 | 1 | NA | NA | Caffeine | NA | NA |
624 | 4412 | 5051 | 42 | 5 | 40 | 5 | NA | NA | caffeine bolus | NA | NA |
850 | 4412 | 6085 | 42 | 1 | 40 | 1 | NA | NA | caffeine bolus | NA | NA |
464 | 4239 | 4278 | 29 | 18 | 25 | 17 | NA | NA | Caffeine bolus | NA | NA |
488 | 4239 | 4412 | 29 | 42 | 25 | 40 | NA | NA | Caffeine bolus | NA | NA |
623 | 4239 | 5051 | 29 | 5 | 25 | 5 | NA | NA | Caffeine bolus | NA | NA |
849 | 4239 | 6085 | 29 | 1 | 25 | 1 | NA | NA | Caffeine bolus | NA | NA |
489 | 4278 | 4412 | 18 | 42 | 17 | 40 | NA | NA | Caffeine Bolus | NA | NA |
625 | 4278 | 5051 | 18 | 5 | 17 | 5 | NA | NA | Caffeine Bolus | NA | NA |
852 | 4278 | 6085 | 18 | 1 | 17 | 1 | NA | NA | Caffeine Bolus | NA | NA |
851 | 5051 | 6085 | 5 | 1 | 5 | 1 | NA | NA | CAFFEINE BOLUS | NA | NA |
632 | 4305 | 5106 | 64 | 98 | 2 | 5 | NA | NA | Caffeine Citrate | NA | NA |
898 | 6119 | 6225 | 7 | 1 | 7 | 1 | NA | NA | caffeine load | NA | NA |
866 | 5404 | 6119 | 3 | 7 | 3 | 7 | NA | NA | CAFFEINE LOAD | NA | NA |
897 | 5404 | 6225 | 3 | 1 | 3 | 1 | NA | NA | CAFFEINE LOAD | NA | NA |
634 | 4843 | 5113 | 30 | 83 | 3 | 3 | NA | NA | calciferol | NA | NA |
1262 | 5753 | 30022 | 72 | NA | 3 | NA | NA | NA | Calcium Chloride | NA | NA |
657 | 5114 | 5258 | 51 | 32 | 2 | 1 | NA | NA | Calcium glubionate | NA | NA |
635 | 4696 | 5114 | 49 | 51 | 2 | 2 | NA | NA | Calcium Glubionate | NA | NA |
656 | 4696 | 5258 | 49 | 32 | 2 | 1 | NA | NA | Calcium Glubionate | NA | NA |
441 | 3219 | 3347 | 84 | 135 | 13 | 17 | NA | NA | calcium gluconate | NA | NA |
1266 | 3219 | 30023 | 84 | NA | 13 | NA | NA | NA | calcium gluconate | NA | NA |
2723 | 3219 | 221456 | 84 | NA | 13 | NA | NA | NA | calcium gluconate | NA | Medications |
242 | 1663 | 2185 | 138 | 66 | 6 | 3 | NA | NA | Calcium gluconate | NA | NA |
421 | 1663 | 3219 | 138 | 84 | 6 | 13 | NA | NA | Calcium gluconate | NA | NA |
440 | 1663 | 3347 | 138 | 135 | 6 | 17 | NA | NA | Calcium gluconate | NA | NA |
1264 | 1663 | 30023 | 138 | NA | 6 | NA | NA | NA | Calcium gluconate | NA | NA |
2725 | 1663 | 221456 | 138 | NA | 6 | NA | NA | NA | Calcium gluconate | NA | Medications |
1265 | 3347 | 30023 | 135 | NA | 17 | NA | NA | NA | Calcium Gluconate | NA | NA |
2724 | 3347 | 221456 | 135 | NA | 17 | NA | NA | NA | Calcium Gluconate | NA | Medications |
420 | 2185 | 3219 | 66 | 84 | 3 | 13 | NA | NA | CALCIUM GLUCONATE | NA | NA |
442 | 2185 | 3347 | 66 | 135 | 3 | 17 | NA | NA | CALCIUM GLUCONATE | NA | NA |
1263 | 2185 | 30023 | 66 | NA | 3 | NA | NA | NA | CALCIUM GLUCONATE | NA | NA |
2726 | 2185 | 221456 | 66 | NA | 3 | NA | NA | NA | CALCIUM GLUCONATE | NA | Medications |
892 | 6197 | 6198 | 2 | 2 | 2 | 1 | NA | NA | cap gas | NA | NA |
901 | 6197 | 6237 | 2 | 1 | 2 | 1 | NA | NA | cap gas | NA | NA |
900 | 6198 | 6237 | 2 | 1 | 1 | 1 | NA | NA | CAP GAS | NA | NA |
647 | 4669 | 5192 | 12 | 5 | 11 | 5 | NA | NA | Cardiology consult | NA | NA |
273 | 2493 | 2516 | 72 | 66 | 3 | 3 | NA | NA | cariporide | NA | NA |
1639 | 2493 | 42361 | 72 | NA | 3 | NA | NA | NA | cariporide | NA | Free Form Intake |
1647 | 2493 | 42372 | 72 | NA | 3 | NA | NA | NA | cariporide | NA | Free Form Intake |
1667 | 2493 | 42480 | 72 | NA | 3 | NA | NA | NA | cariporide | NA | Free Form Intake |
1640 | 2516 | 42361 | 66 | NA | 3 | NA | NA | NA | CARIPORIDE | NA | Free Form Intake |
1645 | 2516 | 42372 | 66 | NA | 3 | NA | NA | NA | CARIPORIDE | NA | Free Form Intake |
1665 | 2516 | 42480 | 66 | NA | 3 | NA | NA | NA | CARIPORIDE | NA | Free Form Intake |
1632 | 2498 | 42325 | 169 | NA | 4 | NA | NA | NA | CARIPORIDE CC/HR | NA | Free Form Intake |
1635 | 2460 | 42343 | 221 | NA | 5 | NA | NA | NA | CARIPORIDE ML/HR | NA | Free Form Intake |
1626 | 2456 | 42298 | 24 | NA | 1 | NA | NA | NA | CARIPROSIDE | NA | Free Form Intake |
46 | 1367 | 1371 | 416 | 78 | 14 | 5 | NA | NA | CCO | NA | NA |
650 | 4557 | 5204 | 24 | 12 | 10 | 1 | NA | NA | cefazolin | NA | NA |
2662 | 4557 | 90005 | 24 | NA | 10 | NA | NA | NA | cefazolin | NA | ANTIBACTERIUM |
3084 | 4557 | 225850 | 24 | NA | 10 | NA | NA | NA | cefazolin | NA | Antibiotics |
515 | 4426 | 4557 | 89 | 24 | 18 | 10 | NA | NA | Cefazolin | NA | NA |
651 | 4426 | 5204 | 89 | 12 | 18 | 1 | NA | NA | Cefazolin | NA | NA |
2664 | 4426 | 90005 | 89 | NA | 18 | NA | NA | NA | Cefazolin | NA | ANTIBACTERIUM |
3083 | 4426 | 225850 | 89 | NA | 18 | NA | NA | NA | Cefazolin | NA | Antibiotics |
2663 | 5204 | 90005 | 12 | NA | 1 | NA | NA | NA | CEFAZOLIN | NA | ANTIBACTERIUM |
3085 | 5204 | 225850 | 12 | NA | 1 | NA | NA | NA | CEFAZOLIN | NA | Antibiotics |
460 | 4215 | 4256 | 142 | 1280 | 12 | 82 | NA | NA | cefotaxime | NA | NA |
479 | 4215 | 4364 | 142 | 64 | 12 | 3 | NA | NA | cefotaxime | NA | NA |
478 | 4256 | 4364 | 1280 | 64 | 82 | 3 | NA | NA | Cefotaxime | NA | NA |
640 | 5086 | 5153 | 41 | 59 | 2 | 5 | NA | NA | ceftazadime | NA | NA |
490 | 4220 | 4415 | 241 | 358 | 12 | 20 | NA | NA | ceftazidime | NA | NA |
2674 | 4220 | 90017 | 241 | NA | 12 | NA | NA | NA | ceftazidime | NA | ANTIBACTERIUM |
3088 | 4220 | 225853 | 241 | NA | 12 | NA | NA | NA | ceftazidime | NA | Antibiotics |
2673 | 4415 | 90017 | 358 | NA | 20 | NA | NA | NA | Ceftazidime | NA | ANTIBACTERIUM |
3089 | 4415 | 225853 | 358 | NA | 20 | NA | NA | NA | Ceftazidime | NA | Antibiotics |
2886 | 119 | 224109 | 59610 | NA | 2121 | NA | NA | NA | Cervical Collar Type | NA | Treatments |
346 | 1225 | 2963 | 2 | 37 | 1 | 1 | NA | NA | check bruit l arm | NA | NA |
1209 | 7818 | 8141 | 40 | 23 | 1 | 1 | NA | NA | Chest Dressing | NA | NA |
239 | 1056 | 2150 | 31 | 18 | 8 | 3 | NA | NA | chest pt | NA | NA |
281 | 1056 | 2585 | 31 | 16 | 8 | 2 | NA | NA | chest pt | NA | NA |
12 | 944 | 1056 | 22 | 31 | 9 | 8 | NA | NA | Chest PT | NA | NA |
240 | 944 | 2150 | 22 | 18 | 9 | 3 | NA | NA | Chest PT | NA | NA |
282 | 944 | 2585 | 22 | 16 | 9 | 2 | NA | NA | Chest PT | NA | NA |
283 | 2150 | 2585 | 18 | 16 | 3 | 2 | NA | NA | CHEST PT | NA | NA |
672 | 5311 | 5456 | 3 | 23 | 2 | 2 | NA | NA | Chest tube | NA | NA |
1434 | 5311 | 41003 | 3 | NA | 2 | NA | NA | NA | Chest tube | NA | Free Form Intake |
1435 | 5456 | 41003 | 23 | NA | 2 | NA | NA | NA | Chest Tube | NA | Free Form Intake |
843 | 5247 | 6066 | 26 | 17 | 1 | 1 | NA | NA | Chest tube dsg | NA | NA |
1924 | 5247 | 43857 | 26 | NA | 1 | NA | NA | NA | Chest tube dsg | NA | NA |
1925 | 6066 | 43857 | 17 | NA | 1 | NA | NA | NA | Chest tube DSG | NA | NA |
1586 | 7141 | 42101 | 17 | NA | 1 | NA | NA | NA | Chest tube site | NA | NA |
2928 | 124 | 224439 | 13339 | NA | 466 | NA | NA | NA | Chest Tube Site #3 | NA | Pulmonary |
2929 | 125 | 224440 | 2778 | NA | 58 | NA | NA | NA | Chest Tube Site #4 | NA | Pulmonary |
3013 | 3366 | 225459 | 4456 | NA | 1685 | NA | NA | NA | Chest X-Ray | NA | 5-Imaging |
638 | 4648 | 5123 | 16 | 4 | 14 | 4 | NA | NA | chloral hydrate | NA | NA |
535 | 4349 | 4648 | 36 | 16 | 28 | 14 | NA | NA | Chloral Hydrate | NA | NA |
637 | 4349 | 5123 | 36 | 4 | 28 | 4 | NA | NA | Chloral Hydrate | NA | NA |
723 | 4514 | 5699 | 8 | 1 | 8 | 1 | NA | NA | Chromosomes | NA | NA |
539 | 4585 | 4663 | 721 | 88 | 54 | 4 | NA | NA | circ | NA | NA |
544 | 4585 | 4707 | 721 | 1088 | 54 | 54 | NA | NA | circ | NA | NA |
1921 | 4585 | 43764 | 721 | NA | 54 | NA | NA | NA | circ | NA | NA |
1919 | 4707 | 43764 | 1088 | NA | 54 | NA | NA | NA | Circ | NA | NA |
545 | 4663 | 4707 | 88 | 1088 | 4 | 54 | NA | NA | CIRC | NA | NA |
1920 | 4663 | 43764 | 88 | NA | 4 | NA | NA | NA | CIRC | NA | NA |
491 | 4355 | 4436 | 317 | 173 | 20 | 8 | NA | NA | circ care | NA | NA |
568 | 4355 | 4791 | 317 | 108 | 20 | 6 | NA | NA | circ care | NA | NA |
569 | 4436 | 4791 | 173 | 108 | 8 | 6 | NA | NA | Circ care | NA | NA |
476 | 4204 | 4355 | 49 | 317 | 5 | 20 | NA | NA | CIRC CARE | NA | NA |
492 | 4204 | 4436 | 49 | 173 | 5 | 8 | NA | NA | CIRC CARE | NA | NA |
570 | 4204 | 4791 | 49 | 108 | 5 | 6 | NA | NA | CIRC CARE | NA | NA |
588 | 4568 | 4862 | 1314 | 158 | 82 | 7 | NA | NA | circ site | NA | NA |
1178 | 4568 | 7840 | 1314 | 19 | 82 | 2 | NA | NA | circ site | NA | NA |
509 | 4370 | 4534 | 1529 | 318 | 93 | 20 | NA | NA | Circ site | NA | NA |
518 | 4370 | 4568 | 1529 | 1314 | 93 | 82 | NA | NA | Circ site | NA | NA |
587 | 4370 | 4862 | 1529 | 158 | 93 | 7 | NA | NA | Circ site | NA | NA |
1177 | 4370 | 7840 | 1529 | 19 | 93 | 2 | NA | NA | Circ site | NA | NA |
517 | 4534 | 4568 | 318 | 1314 | 20 | 82 | NA | NA | Circ Site | NA | NA |
589 | 4534 | 4862 | 318 | 158 | 20 | 7 | NA | NA | Circ Site | NA | NA |
1179 | 4534 | 7840 | 318 | 19 | 20 | 2 | NA | NA | Circ Site | NA | NA |
1180 | 4862 | 7840 | 158 | 19 | 7 | 2 | NA | NA | CIRC SITE | NA | NA |
525 | 4555 | 4613 | 156 | 43 | 7 | 3 | NA | NA | Circ. site | NA | NA |
512 | 4435 | 4555 | 91 | 156 | 6 | 7 | NA | NA | Circ. Site | NA | NA |
524 | 4435 | 4613 | 91 | 43 | 6 | 3 | NA | NA | Circ. Site | NA | NA |
481 | 3367 | 4377 | 878 | 234 | 331 | 20 | NA | NA | Circumcision | NA | NA |
527 | 4228 | 4623 | 202 | 241 | 12 | 8 | NA | NA | circumcision site | NA | NA |
558 | 4228 | 4743 | 202 | 294 | 12 | 12 | NA | NA | circumcision site | NA | NA |
1084 | 4228 | 7086 | 202 | 37 | 12 | 1 | NA | NA | circumcision site | NA | NA |
557 | 4623 | 4743 | 241 | 294 | 8 | 12 | NA | NA | Circumcision site | NA | NA |
1083 | 4623 | 7086 | 241 | 37 | 8 | 1 | NA | NA | Circumcision site | NA | NA |
1085 | 4743 | 7086 | 294 | 37 | 12 | 1 | NA | NA | Circumcision Site | NA | NA |
1704 | 2684 | 42608 | 2 | NA | 1 | NA | NA | NA | Cisat mcg/kg/hr | NA | Free Form Intake |
1656 | 2685 | 42414 | 41 | NA | 1 | NA | NA | NA | Cisat mcg/kg/min | NA | Free Form Intake |
270 | 1023 | 2454 | 17 | 413 | 1 | 2 | NA | NA | cisatra mcg/kg/min | NA | NA |
1297 | 1858 | 30114 | 351 | NA | 7 | NA | NA | NA | cisatracurium | NA | NA |
2731 | 1858 | 221555 | 351 | NA | 7 | NA | NA | NA | cisatracurium | NA | Medications |
148 | 1028 | 1858 | 208 | 351 | 8 | 7 | NA | NA | Cisatracurium | NA | NA |
1298 | 1028 | 30114 | 208 | NA | 8 | NA | NA | NA | Cisatracurium | NA | NA |
2729 | 1028 | 221555 | 208 | NA | 8 | NA | NA | NA | Cisatracurium | NA | Medications |
1649 | 2511 | 42385 | 4 | NA | 1 | NA | NA | NA | CISATRACURIUM GTT | NA | Free Form Intake |
134 | 1000 | 1771 | 877 | 61 | 3 | 1 | NA | NA | cisatricurium | NA | NA |
1356 | 1000 | 40552 | 877 | NA | 3 | NA | NA | NA | cisatricurium | NA | Free Form Intake |
1602 | 1000 | 42180 | 877 | NA | 3 | NA | NA | NA | cisatricurium | NA | Free Form Intake |
1357 | 1771 | 40552 | 61 | NA | 1 | NA | NA | NA | Cisatricurium | NA | Free Form Intake |
1601 | 1771 | 42180 | 61 | NA | 1 | NA | NA | NA | Cisatricurium | NA | Free Form Intake |
1638 | 2618 | 42353 | 107 | NA | 1 | NA | NA | NA | Cistracurium | NA | Free Form Intake |
150 | 1847 | 1869 | 10 | 4 | 3 | 1 | NA | NA | CIWA scale | NA | NA |
140 | 1407 | 1847 | 105 | 10 | 9 | 3 | NA | NA | CIWA SCALE | NA | NA |
149 | 1407 | 1869 | 105 | 4 | 9 | 1 | NA | NA | CIWA SCALE | NA | NA |
2667 | 3369 | 90007 | 1341 | NA | 78 | NA | NA | NA | Clindamycin | NA | ANTIBACTERIUM |
3093 | 3369 | 225860 | 1341 | NA | 78 | NA | NA | NA | Clindamycin | NA | Antibiotics |
693 | 1093 | 5560 | 69 | 5 | 4 | 1 | NA | NA | coccyx drsg change | NA | NA |
2776 | 128 | 223758 | 3225002 | 93174 | 21711 | 1591 | NA | 10680 | Code Status | NA | General |
2992 | 129 | 225192 | 30769 | 5089 | 1947 | 49 | NA | 945 | Collar Care | NA | Treatments |
497 | 4310 | 4461 | 107 | 21 | 20 | 3 | NA | NA | combivent | NA | NA |
467 | 3376 | 4310 | 355 | 107 | 26 | 20 | NA | NA | Combivent | NA | NA |
496 | 3376 | 4461 | 355 | 21 | 26 | 3 | NA | NA | Combivent | NA | NA |
667 | 4246 | 5361 | 51 | 31 | 4 | 2 | NA | NA | Combivent puffs | NA | NA |
1165 | 4246 | 7790 | 51 | 26 | 4 | 1 | NA | NA | Combivent puffs | NA | NA |
1164 | 5361 | 7790 | 31 | 26 | 2 | 1 | NA | NA | Combivent Puffs | NA | NA |
2817 | 130 | 223903 | 244104 | NA | 4821 | NA | NA | NA | Communication | NA | Neurological |
43 | 1359 | 1369 | 12 | 1 | 4 | 1 | NA | NA | complete bath | NA | NA |
1713 | 2746 | 42657 | 60 | NA | 1 | NA | NA | NA | corlopam mcgs/kg/min | NA | Free Form Intake |
3196 | 1638 | 227463 | 6 | 2911 | 3 | 414 | NA | 1114 | cortisol | NA | Labs |
2838 | 136 | 223991 | 113825 | NA | 3117 | NA | NA | NA | Cough Effort | NA | Pulmonary |
2819 | 137 | 223905 | 261904 | NA | 4984 | NA | NA | NA | Cough Reflex | NA | Neurological |
2839 | 138 | 223992 | 80643 | NA | 2638 | NA | NA | NA | Cough Type | NA | Pulmonary |
2984 | 2825 | 225188 | 11 | 76848 | 2 | 856 | NA | 6802 | Cough/Deep Breath | NA | Treatments |
331 | 139 | 2852 | 113445 | 12 | 7259 | 2 | NA | NA | Cough/Deep Breathe | NA | NA |
168 | 1457 | 1914 | 10 | 11 | 4 | 2 | NA | NA | CPAP | NA | NA |
257 | 92 | 2314 | 85576 | 42 | 538 | 1 | NA | NA | CPP | NA | NA |
1012 | 4676 | 6628 | 35 | 26 | 3 | 2 | NA | NA | Critic-aid | NA | NA |
520 | 4549 | 4595 | 539 | 601 | 36 | 45 | NA | NA | criticaid | NA | NA |
802 | 4549 | 5953 | 539 | 6 | 36 | 2 | NA | NA | criticaid | NA | NA |
801 | 4595 | 5953 | 601 | 6 | 45 | 2 | NA | NA | Criticaid | NA | NA |
2843 | 93 | 223998 | 45611 | NA | 1492 | NA | NA | NA | CT #1 Crepitus | NA | Pulmonary |
2841 | 94 | 223996 | 105778 | NA | 5879 | NA | NA | NA | CT #1 Drainage | NA | Pulmonary |
2842 | 95 | 223997 | 125810 | NA | 5885 | NA | NA | NA | CT #1 Dressing | NA | Pulmonary |
2840 | 97 | 223994 | 115194 | NA | 5863 | NA | NA | NA | CT #1 Suction Amount | NA | Pulmonary |
2916 | 98 | 224423 | 17903 | NA | 591 | NA | NA | NA | CT #2 Crepitus | NA | Pulmonary |
2917 | 99 | 224424 | 34269 | NA | 1623 | NA | NA | NA | CT #2 Drainage | NA | Pulmonary |
2918 | 100 | 224425 | 37582 | NA | 1594 | NA | NA | NA | CT #2 Dressing | NA | Pulmonary |
2919 | 102 | 224427 | 37777 | NA | 1600 | NA | NA | NA | CT #2 Suction Amount | NA | Pulmonary |
2920 | 103 | 224428 | 5190 | NA | 162 | NA | NA | NA | CT #3 Crepitus | NA | Pulmonary |
2922 | 104 | 224430 | 9059 | NA | 334 | NA | NA | NA | CT #3 Drainage | NA | Pulmonary |
2924 | 105 | 224432 | 10032 | NA | 329 | NA | NA | NA | CT #3 Dressing | NA | Pulmonary |
2926 | 107 | 224436 | 9810 | NA | 331 | NA | NA | NA | CT #3 Suction Amount | NA | Pulmonary |
2921 | 108 | 224429 | 1473 | NA | 31 | NA | NA | NA | CT #4 Crepitus | NA | Pulmonary |
2923 | 109 | 224431 | 2216 | NA | 49 | NA | NA | NA | CT #4 Drainage | NA | Pulmonary |
2925 | 110 | 224433 | 2255 | NA | 47 | NA | NA | NA | CT #4 Dressing | NA | Pulmonary |
2927 | 112 | 224437 | 2300 | NA | 46 | NA | NA | NA | CT #4 Suction Amount | NA | Pulmonary |
2713 | 6240 | 221214 | 1 | NA | 1 | NA | NA | NA | CT scan | NA | 5-Imaging |
902 | 3343 | 6240 | 53 | 1 | 48 | 1 | NA | NA | CT Scan | NA | NA |
2712 | 3343 | 221214 | 53 | NA | 48 | NA | NA | NA | CT Scan | NA | 5-Imaging |
2004 | 8080 | 44131 | 16 | NA | 1 | NA | NA | NA | CT site | NA | NA |
718 | 1003 | 5668 | 24 | 1 | 13 | 1 | NA | NA | cuff pressure | NA | NA |
932 | 1003 | 6346 | 24 | 27 | 13 | 7 | NA | NA | cuff pressure | NA | NA |
2912 | 1003 | 224417 | 24 | 40523 | 13 | 554 | NA | 5458 | cuff pressure | NA | Respiratory |
2911 | 6346 | 224417 | 27 | 40523 | 7 | 554 | NA | 5458 | Cuff Pressure | NA | Respiratory |
933 | 5668 | 6346 | 1 | 27 | 1 | 7 | NA | NA | CUFF PRESSURE | NA | NA |
2913 | 5668 | 224417 | 1 | 40523 | 1 | 554 | NA | 5458 | CUFF PRESSURE | NA | Respiratory |
1673 | 142 | 42491 | 58045 | NA | 476 | NA | NA | NA | Current Goal | NA | NA |
2977 | 142 | 225183 | 58045 | NA | 476 | NA | NA | NA | Current Goal | NA | Dialysis |
21 | 113 | 1103 | 1200308 | 2 | 11075 | 2 | NA | NA | CVP | NA | NA |
1257 | 8511 | 8548 | 17364 | 650448 | 133 | 6154 | NA | NA | CVP Alarm [High] | NA | NA |
769 | 3345 | 5814 | 17541 | 656171 | 138 | 6681 | NA | NA | CVP Alarm [Low] | NA | NA |
592 | 4875 | 4889 | 63 | 76 | 27 | 45 | NA | NA | cyclopentolate | NA | NA |
803 | 4414 | 5957 | 24 | 10 | 12 | 7 | NA | NA | cyclopentolate 1% | NA | NA |
1449 | 6553 | 41093 | 47 | NA | 1 | NA | NA | NA | cyclosporin | NA | Free Form Intake |
1770 | 6553 | 42813 | 47 | NA | 1 | NA | NA | NA | cyclosporin | NA | Free Form Intake |
1898 | 6553 | 43677 | 47 | NA | 1 | NA | NA | NA | cyclosporin | NA | Free Form Intake |
1460 | 5633 | 41193 | 28 | NA | 1 | NA | NA | NA | cyclosporine | NA | Free Form Intake |
2356 | 5633 | 45661 | 28 | NA | 1 | NA | NA | NA | cyclosporine | NA | Free Form Intake |
3214 | 5633 | 227534 | 28 | NA | 1 | NA | NA | NA | cyclosporine | NA | Medications |
1328 | 3258 | 30187 | 2 | NA | 1 | NA | NA | NA | d10w | NA | NA |
1842 | 5392 | 43228 | 2 | NA | 1 | NA | NA | NA | D10W bolus | NA | Free Form Intake |
1857 | 5392 | 43418 | 2 | NA | 1 | NA | NA | NA | D10W bolus | NA | Free Form Intake |
1859 | 5392 | 43423 | 2 | NA | 1 | NA | NA | NA | D10W bolus | NA | Free Form Intake |
1880 | 5392 | 43586 | 2 | NA | 1 | NA | NA | NA | D10W bolus | NA | Free Form Intake |
1260 | 1848 | 30013 | 29 | NA | 2 | NA | NA | NA | D5W | NA | NA |
1912 | 5659 | 43733 | 2 | NA | 1 | NA | NA | NA | D5W & 40Gm CaGluc | NA | Free Form Intake |
1439 | 1552 | 41065 | 1 | NA | 1 | NA | NA | NA | d5w 10gm ca+ glucon | NA | Free Form Intake |
3182 | 1425 | 227375 | 355804 | NA | 17256 | NA | NA | NA | Daily Wake Up | NA | Pain/Sedation |
3323 | 1425 | 228298 | 355804 | NA | 17256 | NA | NA | NA | Daily Wake Up | NA | Pain/Sedation |
2933 | 763 | 224639 | 47979 | 46452 | 16553 | 1081 | NA | 9071 | Daily Weight | NA | General |
36 | 1187 | 1317 | 32 | 19 | 4 | 3 | NA | NA | demerol | NA | NA |
45 | 1187 | 1370 | 32 | 5 | 4 | 1 | NA | NA | demerol | NA | NA |
1364 | 1187 | 40667 | 32 | NA | 4 | NA | NA | NA | demerol | NA | Free Form Intake |
1417 | 1187 | 40902 | 32 | NA | 4 | NA | NA | NA | demerol | NA | Free Form Intake |
1363 | 1370 | 40667 | 5 | NA | 1 | NA | NA | NA | Demerol | NA | Free Form Intake |
1419 | 1370 | 40902 | 5 | NA | 1 | NA | NA | NA | Demerol | NA | Free Form Intake |
44 | 1317 | 1370 | 19 | 5 | 3 | 1 | NA | NA | DEMEROL | NA | NA |
1362 | 1317 | 40667 | 19 | NA | 3 | NA | NA | NA | DEMEROL | NA | Free Form Intake |
1420 | 1317 | 40902 | 19 | NA | 3 | NA | NA | NA | DEMEROL | NA | Free Form Intake |
533 | 4372 | 4641 | 1602 | 1168 | 80 | 52 | NA | NA | Desitin | NA | NA |
480 | 4236 | 4372 | 190 | 1602 | 7 | 80 | NA | NA | DESITIN | NA | NA |
532 | 4236 | 4641 | 190 | 1168 | 7 | 52 | NA | NA | DESITIN | NA | NA |
821 | 5883 | 6002 | 53 | 28 | 1 | 2 | NA | NA | desitin prn | NA | NA |
1144 | 4950 | 7500 | 25 | 11 | 5 | 1 | NA | NA | Dexamethasone drops | NA | NA |
759 | 5356 | 5770 | 11 | 1 | 1 | 1 | NA | NA | Dexamethasone eye ds | NA | NA |
1205 | 5612 | 8070 | 44 | 22 | 13 | 2 | NA | NA | Dexamethasone gtts | NA | NA |
1214 | 2091 | 8192 | 37 | 13 | 2 | 1 | NA | NA | dexmedetomidine | NA | NA |
1839 | 2091 | 43136 | 37 | NA | 2 | NA | NA | NA | dexmedetomidine | NA | Free Form Intake |
2472 | 2091 | 46301 | 37 | NA | 2 | NA | NA | NA | dexmedetomidine | NA | Free Form Intake |
1838 | 8192 | 43136 | 13 | NA | 1 | NA | NA | NA | Dexmedetomidine | NA | Free Form Intake |
2474 | 8192 | 46301 | 13 | NA | 1 | NA | NA | NA | Dexmedetomidine | NA | Free Form Intake |
1335 | 6937 | 40033 | 26 | NA | 1 | NA | NA | NA | Dextran | NA | Free Form Intake |
1803 | 6937 | 42944 | 26 | NA | 1 | NA | NA | NA | Dextran | NA | Free Form Intake |
2595 | 6937 | 46729 | 26 | NA | 1 | NA | NA | NA | Dextran | NA | Free Form Intake |
2888 | 148 | 224135 | 58935 | NA | 543 | NA | NA | NA | Dialysis Access Site | NA | Dialysis |
3133 | 149 | 225954 | 58636 | NA | 554 | NA | NA | NA | Dialysis Access Type | NA | Dialysis |
609 | 4850 | 4951 | 281 | 45 | 10 | 4 | NA | NA | diaper rash | NA | NA |
1242 | 4805 | 8331 | 97 | 37 | 1 | 2 | NA | NA | DIAZOXIDE | NA | NA |
2845 | 154 | 224001 | 820776 | NA | 19473 | NA | NA | NA | Diet Type | NA | GI/GU |
1314 | 981 | 30163 | 26 | NA | 1 | NA | NA | NA | dilaudid | NA | NA |
781 | 2116 | 5848 | 1 | 1 | 1 | 1 | NA | NA | Disconnect | NA | NA |
79 | 1590 | 1607 | 18 | 6 | 2 | 1 | NA | NA | disconnect alarm | NA | NA |
379 | 1590 | 3064 | 18 | 7 | 2 | 1 | NA | NA | disconnect alarm | NA | NA |
1224 | 1590 | 8268 | 18 | 1 | 2 | 1 | NA | NA | disconnect alarm | NA | NA |
380 | 1607 | 3064 | 6 | 7 | 1 | 1 | NA | NA | Disconnect alarm | NA | NA |
1226 | 1607 | 8268 | 6 | 1 | 1 | 1 | NA | NA | Disconnect alarm | NA | NA |
1225 | 3064 | 8268 | 7 | 1 | 1 | 1 | NA | NA | DISCONNECT ALARM | NA | NA |
1008 | 3394 | 6562 | 8620 | 112 | 99 | 1 | NA | NA | Diuril | NA | NA |
1280 | 5747 | 30042 | 1 | NA | 1 | NA | NA | NA | dobutamine | NA | NA |
2732 | 5747 | 221653 | 1 | NA | 1 | NA | NA | NA | dobutamine | NA | Medications |
1281 | 5329 | 30043 | 1 | NA | 1 | NA | NA | NA | Dopamine | NA | NA |
2735 | 5329 | 221662 | 1 | NA | 1 | NA | NA | NA | Dopamine | NA | Medications |
1331 | 4501 | 30307 | 6 | NA | 1 | NA | NA | NA | DOPAMINE DRIP | NA | NA |
2890 | 155 | 224166 | 175 | 70 | 39 | 7 | NA | 22 | Doppler BP | NA | Routine Vital Signs |
1365 | 2631 | 40689 | 11 | NA | 1 | NA | NA | NA | DRAIN FLUSH | NA | Free Form Intake |
1429 | 2631 | 40975 | 11 | NA | 1 | NA | NA | NA | DRAIN FLUSH | NA | Free Form Intake |
1554 | 2631 | 41849 | 11 | NA | 1 | NA | NA | NA | DRAIN FLUSH | NA | Free Form Intake |
2065 | 2631 | 44353 | 11 | NA | 1 | NA | NA | NA | DRAIN FLUSH | NA | Free Form Intake |
685 | 1188 | 5548 | 33 | 20 | 8 | 3 | NA | NA | dressing change | NA | NA |
1195 | 1731 | 7968 | 16 | 18 | 1 | 1 | NA | NA | drive P. | NA | NA |
1114 | 5764 | 7263 | 83 | 5 | 7 | 1 | NA | NA | driving press | NA | NA |
751 | 3235 | 5764 | 57 | 83 | 2 | 7 | NA | NA | DRIVING PRESS | NA | NA |
1115 | 3235 | 7263 | 57 | 5 | 2 | 1 | NA | NA | DRIVING PRESS | NA | NA |
205 | 1658 | 2059 | 904 | 686 | 61 | 25 | NA | NA | driving pressure | NA | NA |
232 | 1658 | 2129 | 904 | 546 | 61 | 37 | NA | NA | driving pressure | NA | NA |
703 | 1658 | 5630 | 904 | 418 | 61 | 17 | NA | NA | driving pressure | NA | NA |
231 | 2059 | 2129 | 686 | 546 | 25 | 37 | NA | NA | Driving pressure | NA | NA |
701 | 2059 | 5630 | 686 | 418 | 25 | 17 | NA | NA | Driving pressure | NA | NA |
702 | 2129 | 5630 | 546 | 418 | 37 | 17 | NA | NA | Driving Pressure | NA | NA |
2810 | 1426 | 223829 | 10278 | NA | 719 | NA | NA | NA | Drowsiness | NA | Toxicology |
2244 | 7542 | 45057 | 24 | NA | 1 | NA | NA | NA | DSG SITE | NA | Free Form Intake |
2938 | 6758 | 224660 | 8 | 213 | 1 | NA | NA | 5 | ecmo | NA | Hemodynamics |
1036 | 5931 | 6758 | 22 | 8 | 2 | 1 | NA | NA | ECMO | NA | NA |
2937 | 5931 | 224660 | 22 | 213 | 2 | NA | NA | 5 | ECMO | NA | Hemodynamics |
1134 | 3265 | 7449 | 287 | 31 | 3 | 1 | NA | NA | ecmo flow | NA | NA |
432 | 2957 | 3265 | 121 | 287 | 4 | 3 | NA | NA | ECMO FLOW | NA | NA |
1133 | 2957 | 7449 | 121 | 31 | 4 | 1 | NA | NA | ECMO FLOW | NA | NA |
3148 | 160 | 226480 | 9459 | NA | 388 | NA | NA | NA | Ectopy Frequency 2 | NA | Routine Vital Signs |
3147 | 162 | 226479 | 10957 | NA | 397 | NA | NA | NA | Ectopy Type 2 | NA | Routine Vital Signs |
717 | 1057 | 5666 | 39 | 6 | 2 | 1 | NA | NA | edema | NA | NA |
978 | 1057 | 6471 | 39 | 61 | 2 | 2 | NA | NA | edema | NA | NA |
979 | 5666 | 6471 | 6 | 61 | 1 | 2 | NA | NA | EDEMA | NA | NA |
2874 | 165 | 224076 | 137351 | NA | 14387 | NA | NA | NA | Education Barrier | NA | Restraint/Support Systems |
2876 | 166 | 224078 | 124039 | NA | 14036 | NA | NA | NA | Education Handout | NA | Restraint/Support Systems |
2872 | 167 | 224072 | 147596 | NA | 15065 | NA | NA | NA | Education Learner | NA | Restraint/Support Systems |
2875 | 168 | 224077 | 139978 | NA | 14815 | NA | NA | NA | Education Method | NA | Restraint/Support Systems |
2873 | 169 | 224075 | 143709 | NA | 14938 | NA | NA | NA | Education Readiness | NA | Restraint/Support Systems |
2877 | 170 | 224079 | 135441 | NA | 14636 | NA | NA | NA | Education Response | NA | Restraint/Support Systems |
316 | 2716 | 2783 | 330 | 21 | 12 | 2 | NA | NA | EDV | NA | NA |
238 | 2139 | 2146 | 12317 | 1739 | 179 | 28 | NA | NA | EDVI | NA | NA |
2716 | 3397 | 221223 | 628 | NA | 67 | NA | NA | NA | EEG | NA | 4-Procedures |
2998 | 968 | 225402 | 26 | NA | 24 | NA | NA | NA | EKG | NA | 4-Procedures |
1508 | 6093 | 41575 | 1 | NA | 1 | NA | NA | NA | enema | NA | Free Form Intake |
2010 | 6093 | 44163 | 1 | NA | 1 | NA | NA | NA | enema | NA | Free Form Intake |
2043 | 6093 | 44265 | 1 | NA | 1 | NA | NA | NA | enema | NA | Free Form Intake |
354 | 2378 | 2987 | 6 | 10 | 1 | 2 | NA | NA | epidural | NA | NA |
1372 | 2378 | 40726 | 6 | NA | 1 | NA | NA | NA | epidural | NA | Free Form Intake |
1724 | 2378 | 42673 | 6 | NA | 1 | NA | NA | NA | epidural | NA | NA |
1754 | 2378 | 42782 | 6 | NA | 1 | NA | NA | NA | epidural | NA | Free Form Intake |
1373 | 2987 | 40726 | 10 | NA | 2 | NA | NA | NA | Epidural | NA | Free Form Intake |
1723 | 2987 | 42673 | 10 | NA | 2 | NA | NA | NA | Epidural | NA | NA |
1758 | 2987 | 42782 | 10 | NA | 2 | NA | NA | NA | Epidural | NA | Free Form Intake |
263 | 2198 | 2378 | 8 | 6 | 1 | 1 | NA | NA | EPIDURAL | NA | NA |
355 | 2198 | 2987 | 8 | 10 | 1 | 2 | NA | NA | EPIDURAL | NA | NA |
1371 | 2198 | 40726 | 8 | NA | 1 | NA | NA | NA | EPIDURAL | NA | Free Form Intake |
1726 | 2198 | 42673 | 8 | NA | 1 | NA | NA | NA | EPIDURAL | NA | NA |
1755 | 2198 | 42782 | 8 | NA | 1 | NA | NA | NA | EPIDURAL | NA | Free Form Intake |
2796 | 177 | 223800 | 6829 | NA | 598 | NA | NA | NA | Epidural Appearance | NA | Pain/Sedation |
3176 | 179 | 227119 | 11033 | NA | 529 | NA | NA | NA | Epidural Location | NA | Pain/Sedation |
2903 | 180 | 224368 | 12874 | NA | 566 | NA | NA | NA | Epidural Medication | NA | Pain/Sedation |
1075 | 2464 | 6964 | 18 | 59 | 1 | 1 | NA | NA | epidural ml/hr | NA | NA |
961 | 3008 | 6437 | 19 | 45 | 1 | 1 | NA | NA | Epidural rate | NA | NA |
828 | 5066 | 6034 | 38 | 6 | 5 | 1 | NA | NA | Epogen | NA | NA |
1004 | 4972 | 6536 | 49 | 51 | 3 | 3 | NA | NA | erythromycin | NA | NA |
2666 | 4972 | 90006 | 49 | NA | 3 | NA | NA | NA | erythromycin | NA | ANTIBACTERIUM |
3096 | 4972 | 225866 | 49 | NA | 3 | NA | NA | NA | erythromycin | NA | Antibiotics |
2665 | 6536 | 90006 | 51 | NA | 3 | NA | NA | NA | Erythromycin | NA | ANTIBACTERIUM |
3095 | 6536 | 225866 | 51 | NA | 3 | NA | NA | NA | Erythromycin | NA | Antibiotics |
712 | 5141 | 5658 | 77 | 20 | 6 | 1 | NA | NA | Erythromycin oint | NA | NA |
3353 | 1817 | 228640 | 6 | NA | 2 | NA | NA | NA | ETCO2 | NA | Routine Vital Signs |
1761 | 2908 | 42804 | 72 | NA | 1 | NA | NA | NA | ETOH Grams/hour | NA | Free Form Intake |
2907 | 158 | 224392 | 21348 | NA | 6424 | NA | NA | NA | ETT Position Change | NA | Respiratory |
3244 | 158 | 227809 | 21348 | 5723 | 6424 | 219 | NA | 2160 | ETT Position Change | NA | Respiratory |
2980 | 7166 | 225184 | 18 | 125581 | 1 | 1556 | NA | 11485 | Eye care | NA | Treatments |
241 | 183 | 2173 | 248003 | 12 | 11484 | 1 | NA | NA | Eye Care | NA | NA |
1092 | 183 | 7166 | 248003 | 18 | 11484 | 1 | NA | NA | Eye Care | NA | NA |
2979 | 183 | 225184 | 248003 | 125581 | 11484 | 1556 | NA | 11485 | Eye Care | NA | Treatments |
1093 | 2173 | 7166 | 12 | 18 | 1 | 1 | NA | NA | EYE CARE | NA | NA |
2981 | 2173 | 225184 | 12 | 125581 | 1 | 1556 | NA | 11485 | EYE CARE | NA | Treatments |
456 | 4209 | 4230 | 157 | 76 | 86 | 44 | NA | NA | eye exam | NA | NA |
458 | 4209 | 4238 | 157 | 535 | 86 | 280 | NA | NA | eye exam | NA | NA |
485 | 4209 | 4388 | 157 | 15 | 86 | 10 | NA | NA | eye exam | NA | NA |
457 | 4230 | 4238 | 76 | 535 | 44 | 280 | NA | NA | Eye exam | NA | NA |
487 | 4230 | 4388 | 76 | 15 | 44 | 10 | NA | NA | Eye exam | NA | NA |
486 | 4238 | 4388 | 535 | 15 | 280 | 10 | NA | NA | Eye Exam | NA | NA |
3343 | 2807 | 228399 | 26 | NA | 1 | NA | NA | NA | facial droop | NA | Neurological |
320 | 1998 | 2807 | 17 | 26 | 1 | 1 | NA | NA | Facial Droop | NA | NA |
3342 | 1998 | 228399 | 17 | NA | 1 | NA | NA | NA | Facial Droop | NA | Neurological |
2856 | 187 | 224024 | 246991 | NA | 20056 | NA | NA | NA | Family Communication | NA | Restraint/Support Systems |
3319 | 3423 | 228125 | 1727 | NA | 1213 | NA | NA | NA | Family Meeting held | NA | 7-Communication |
330 | 2368 | 2831 | 11 | 72 | 2 | 4 | NA | NA | fem abp | NA | NA |
782 | 2308 | 5854 | 35 | 38 | 2 | 2 | NA | NA | FEM ALINE | NA | NA |
779 | 2543 | 5845 | 12 | 16 | 1 | 1 | NA | NA | FEM ART | NA | NA |
873 | 2968 | 6145 | 65 | 8 | 3 | 1 | NA | NA | FEM ART BP | NA | NA |
383 | 2369 | 3067 | 43 | 54 | 3 | 3 | NA | NA | fem map | NA | NA |
335 | 2833 | 2868 | 22 | 15 | 1 | 1 | NA | NA | Femoral A-Line | NA | NA |
309 | 2642 | 2731 | 28 | 20 | 1 | 1 | NA | NA | FEMORAL ABP | NA | NA |
1016 | 5731 | 6653 | 3 | 6 | 1 | 1 | NA | NA | FEMORAL ABP MEAN | NA | NA |
1707 | 2739 | 42638 | 75 | NA | 3 | NA | NA | NA | FENOLDOPAM | NA | Free Form Intake |
1737 | 2739 | 42705 | 75 | NA | 3 | NA | NA | NA | FENOLDOPAM | NA | Free Form Intake |
1744 | 2739 | 42732 | 75 | NA | 3 | NA | NA | NA | FENOLDOPAM | NA | Free Form Intake |
329 | 2591 | 2829 | 580 | 44 | 1 | 1 | NA | NA | FENOLDOPAM MCG/KG/MN | NA | NA |
444 | 1342 | 3432 | 19 | 5621 | 8 | 414 | NA | NA | fentanyl | NA | NA |
1299 | 1342 | 30118 | 19 | NA | 8 | NA | NA | NA | fentanyl | NA | NA |
2742 | 1342 | 221744 | 19 | NA | 8 | NA | NA | NA | fentanyl | NA | Medications |
1300 | 3432 | 30118 | 5621 | NA | 414 | NA | NA | NA | Fentanyl | NA | NA |
2740 | 3432 | 221744 | 5621 | NA | 414 | NA | NA | NA | Fentanyl | NA | Medications |
673 | 5261 | 5464 | 17 | 12 | 1 | 2 | NA | NA | Fentanyl Bolus | NA | NA |
56 | 1355 | 1412 | 3 | 2 | 1 | 1 | NA | NA | Fentanyl IV | NA | NA |
1267 | 5396 | 30024 | 35 | NA | 4 | NA | NA | NA | ferrous sulfate | NA | NA |
910 | 2681 | 6278 | 1 | 8 | 1 | 4 | NA | NA | FINGERSTICK | NA | NA |
443 | 2981 | 3420 | 6 | 673729 | 2 | 3087 | NA | NA | FiO2 | NA | NA |
1148 | 190 | 7570 | 573606 | 2 | 14248 | 1 | NA | NA | FiO2 Set | NA | NA |
1055 | 2002 | 6868 | 149 | 23 | 3 | 2 | NA | NA | fistula | NA | NA |
2053 | 2002 | 44291 | 149 | NA | 3 | NA | NA | NA | fistula | NA | NA |
2054 | 6868 | 44291 | 23 | NA | 2 | NA | NA | NA | Fistula | NA | NA |
2848 | 193 | 224005 | 10614 | NA | 770 | NA | NA | NA | Flatus | NA | GI/GU |
1431 | 2132 | 40976 | 227 | NA | 2 | NA | NA | NA | flolan | NA | Free Form Intake |
1482 | 2132 | 41410 | 227 | NA | 2 | NA | NA | NA | flolan | NA | Free Form Intake |
1560 | 2132 | 41859 | 227 | NA | 2 | NA | NA | NA | flolan | NA | Free Form Intake |
235 | 1837 | 2132 | 195 | 227 | 3 | 2 | NA | NA | Flolan | NA | NA |
1432 | 1837 | 40976 | 195 | NA | 3 | NA | NA | NA | Flolan | NA | Free Form Intake |
1483 | 1837 | 41410 | 195 | NA | 3 | NA | NA | NA | Flolan | NA | Free Form Intake |
1559 | 1837 | 41859 | 195 | NA | 3 | NA | NA | NA | Flolan | NA | Free Form Intake |
138 | 1419 | 1837 | 216 | 195 | 2 | 3 | NA | NA | FLOLAN | NA | NA |
236 | 1419 | 2132 | 216 | 227 | 2 | 2 | NA | NA | FLOLAN | NA | NA |
1433 | 1419 | 40976 | 216 | NA | 2 | NA | NA | NA | FLOLAN | NA | Free Form Intake |
1481 | 1419 | 41410 | 216 | NA | 2 | NA | NA | NA | FLOLAN | NA | Free Form Intake |
1561 | 1419 | 41859 | 216 | NA | 2 | NA | NA | NA | FLOLAN | NA | Free Form Intake |
1210 | 8001 | 8159 | 41 | 270 | 1 | 2 | NA | NA | Flolan ng/kg/min | NA | NA |
911 | 4462 | 6280 | 41 | 55 | 3 | 2 | NA | NA | Flovent | NA | NA |
1792 | 6258 | 42899 | 31 | NA | 2 | NA | NA | NA | fluconazole | NA | Free Form Intake |
3099 | 6258 | 225869 | 31 | NA | 2 | NA | NA | NA | fluconazole | NA | Antibiotics |
903 | 4905 | 6258 | 135 | 31 | 11 | 2 | NA | NA | Fluconazole | NA | NA |
1791 | 4905 | 42899 | 135 | NA | 11 | NA | NA | NA | Fluconazole | NA | Free Form Intake |
3098 | 4905 | 225869 | 135 | NA | 11 | NA | NA | NA | Fluconazole | NA | Antibiotics |
1291 | 5110 | 30068 | 13 | NA | 1 | NA | NA | NA | folate | NA | NA |
3121 | 5110 | 225923 | 13 | NA | 1 | NA | NA | NA | folate | NA | Nutrition - Supplements |
633 | 1474 | 5110 | 69 | 13 | 6 | 1 | NA | NA | Folate | NA | NA |
1292 | 1474 | 30068 | 69 | NA | 6 | NA | NA | NA | Folate | NA | NA |
3122 | 1474 | 225923 | 69 | NA | 6 | NA | NA | NA | Folate | NA | Nutrition - Supplements |
2424 | 7672 | 45967 | 23 | NA | 1 | NA | NA | NA | Foley | NA | NA |
3153 | 7672 | 226559 | 23 | NA | 1 | NA | NA | NA | Foley | NA | Output |
3063 | 5067 | 225832 | 31 | NA | 2 | NA | NA | NA | Folic Acid | NA | Medications |
2820 | 197 | 223910 | 478477 | NA | 8976 | NA | NA | NA | Follows Commands | NA | Neurological |
3226 | 4291 | 227690 | 13 | NA | 2 | NA | NA | NA | Fosphenytoin | NA | Medications |
2404 | 5704 | 45858 | 2 | NA | 1 | NA | NA | NA | g-tube flush | NA | Free Form Intake |
1238 | 7236 | 8320 | 67 | 78 | 1 | 2 | NA | NA | g-tube site | NA | NA |
1107 | 6667 | 7236 | 20 | 67 | 1 | 1 | NA | NA | G-Tube Site | NA | NA |
1237 | 6667 | 8320 | 20 | 78 | 1 | 2 | NA | NA | G-Tube Site | NA | NA |
2818 | 208 | 223904 | 254609 | NA | 5010 | NA | NA | NA | Gag Reflex | NA | Neurological |
606 | 4689 | 4941 | 13 | 3 | 8 | 3 | NA | NA | Genetics consult | NA | NA |
1146 | 5206 | 7520 | 21 | 21 | 2 | 1 | NA | NA | Gent eye ointment | NA | NA |
2668 | 3445 | 90012 | 13866 | NA | 3942 | NA | NA | NA | Gentamicin | NA | ANTIBACTERIUM |
3102 | 3445 | 225875 | 13866 | NA | 3942 | NA | NA | NA | Gentamicin | NA | Antibiotics |
575 | 4391 | 4806 | 9 | 20 | 3 | 6 | NA | NA | gentamycin | NA | NA |
1246 | 1698 | 8492 | 307786 | 299598 | 8228 | 8193 | NA | NA | GI Tube #1 [Site] | NA | NA |
1247 | 1699 | 8493 | 53989 | 53277 | 773 | 756 | NA | NA | GI Tube #2 [Site] | NA | NA |
237 | 1987 | 2140 | 53 | 2 | 4 | 2 | NA | NA | glucagon | NA | NA |
1535 | 1987 | 41710 | 53 | NA | 4 | NA | NA | NA | glucagon | NA | Free Form Intake |
1534 | 2140 | 41710 | 2 | NA | 2 | NA | NA | NA | Glucagon | NA | Free Form Intake |
2287 | 7885 | 45333 | 41 | NA | 1 | NA | NA | NA | Glucagon infusion | NA | Free Form Intake |
1191 | 2141 | 7928 | 11 | 50 | 1 | 1 | NA | NA | Glucagon mg/hr | NA | NA |
468 | 4299 | 4311 | 37 | 44 | 20 | 20 | NA | NA | Glycerin | NA | NA |
530 | 4243 | 4632 | 37 | 12 | 22 | 9 | NA | NA | glycerin supp | NA | NA |
459 | 4237 | 4243 | 64 | 37 | 32 | 22 | NA | NA | Glycerin supp | NA | NA |
529 | 4237 | 4632 | 64 | 12 | 32 | 9 | NA | NA | Glycerin supp | NA | NA |
511 | 4296 | 4553 | 33 | 3 | 15 | 2 | NA | NA | Glycerin supp. | NA | NA |
596 | 4296 | 4910 | 33 | 16 | 15 | 13 | NA | NA | Glycerin supp. | NA | NA |
597 | 4553 | 4910 | 3 | 16 | 2 | 13 | NA | NA | Glycerin Supp. | NA | NA |
620 | 5012 | 5035 | 35 | 399 | 13 | 146 | NA | NA | glycerin suppository | NA | NA |
616 | 4525 | 5012 | 20 | 35 | 12 | 13 | NA | NA | Glycerin suppository | NA | NA |
619 | 4525 | 5035 | 20 | 399 | 12 | 146 | NA | NA | Glycerin suppository | NA | NA |
470 | 4240 | 4321 | 16 | 7 | 13 | 4 | NA | NA | glycerine | NA | NA |
665 | 4251 | 5340 | 20 | 10 | 12 | 4 | NA | NA | glycerine supp | NA | NA |
653 | 4210 | 5248 | 14 | 13 | 3 | 7 | NA | NA | Glycerine Suppos. | NA | NA |
2830 | 209 | 223942 | 7610 | NA | 171 | NA | NA | NA | Graft/Flap Pulse | NA | Cardiovascular |
876 | 1920 | 6150 | 13 | 7 | 1 | 2 | NA | NA | GT Care | NA | NA |
1193 | 7823 | 7951 | 56 | 22 | 2 | 1 | NA | NA | GT site | NA | NA |
1173 | 4803 | 7823 | 62 | 56 | 1 | 2 | NA | NA | GT Site | NA | NA |
1192 | 4803 | 7951 | 62 | 22 | 1 | 1 | NA | NA | GT Site | NA | NA |
2852 | 207 | 224017 | 86350 | NA | 2008 | NA | NA | NA | GU Catheter Size | NA | GI/GU |
371 | 1732 | 3033 | 2 | 12 | 2 | 8 | NA | NA | Hair washed | NA | NA |
112 | 1077 | 1732 | 9 | 2 | 3 | 2 | NA | NA | HAIR WASHED | NA | NA |
372 | 1077 | 3033 | 9 | 12 | 3 | 8 | NA | NA | HAIR WASHED | NA | NA |
700 | 4672 | 5628 | 5 | 8 | 1 | 1 | NA | NA | Head Circ. | NA | NA |
2878 | 3453 | 224080 | 43247 | NA | 353 | NA | NA | NA | Head of Bed | NA | Treatments |
2805 | 1428 | 223820 | 17535 | NA | 1049 | NA | NA | NA | Headache | NA | Toxicology |
2777 | 1703 | 223760 | 1177300 | NA | 8897 | NA | NA | NA | Health Care Proxy | NA | General |
473 | 4320 | 4347 | 29 | 19 | 27 | 19 | NA | NA | hearing screen | NA | NA |
514 | 4320 | 4556 | 29 | 31 | 27 | 31 | NA | NA | hearing screen | NA | NA |
513 | 4347 | 4556 | 19 | 31 | 19 | 31 | NA | NA | Hearing screen | NA | NA |
2680 | 211 | 220045 | 5190683 | 2762225 | 29998 | 2069 | NA | 15645 | Heart Rate | NA | Routine Vital Signs |
2681 | 212 | 220048 | 3312070 | NA | 22431 | NA | NA | NA | Heart Rhythm | NA | Routine Vital Signs |
2906 | 213 | 224389 | 1166 | NA | 172 | NA | NA | NA | Heart Sounds | NA | Cardiovascular |
157 | 1233 | 1891 | 55 | 35 | 11 | 10 | NA | NA | heliox | NA | NA |
3242 | 1233 | 227808 | 55 | NA | 11 | NA | NA | NA | heliox | NA | Respiratory |
3243 | 1891 | 227808 | 35 | NA | 10 | NA | NA | NA | Heliox | NA | Respiratory |
1181 | 7799 | 7850 | 3 | 1 | 1 | 1 | NA | NA | Heliox tank psi | NA | NA |
1169 | 6586 | 7799 | 15 | 3 | 2 | 1 | NA | NA | Heliox Tank PSI | NA | NA |
1182 | 6586 | 7850 | 15 | 1 | 2 | 1 | NA | NA | Heliox Tank PSI | NA | NA |
500 | 4466 | 4467 | 11 | 19 | 11 | 18 | NA | NA | hep B | NA | NA |
498 | 4419 | 4466 | 66 | 11 | 65 | 11 | NA | NA | Hep B | NA | NA |
499 | 4419 | 4467 | 66 | 19 | 65 | 18 | NA | NA | Hep B | NA | NA |
605 | 4911 | 4918 | 12 | 11 | 12 | 11 | NA | NA | hep B vaccine | NA | NA |
598 | 4340 | 4911 | 67 | 12 | 67 | 12 | NA | NA | Hep B vaccine | NA | NA |
604 | 4340 | 4918 | 67 | 11 | 67 | 11 | NA | NA | Hep B vaccine | NA | NA |
472 | 4326 | 4340 | 65 | 67 | 65 | 67 | NA | NA | Hep B Vaccine | NA | NA |
599 | 4326 | 4911 | 65 | 12 | 65 | 12 | NA | NA | Hep B Vaccine | NA | NA |
603 | 4326 | 4918 | 65 | 11 | 65 | 11 | NA | NA | Hep B Vaccine | NA | NA |
579 | 4353 | 4820 | 404 | 61 | 46 | 5 | NA | NA | hep flush | NA | NA |
1885 | 4353 | 43597 | 404 | NA | 46 | NA | NA | NA | hep flush | NA | Free Form Intake |
474 | 4279 | 4353 | 493 | 404 | 52 | 46 | NA | NA | Hep flush | NA | NA |
580 | 4279 | 4820 | 493 | 61 | 52 | 5 | NA | NA | Hep flush | NA | NA |
1888 | 4279 | 43597 | 493 | NA | 52 | NA | NA | NA | Hep flush | NA | Free Form Intake |
465 | 4217 | 4279 | 460 | 493 | 49 | 52 | NA | NA | Hep Flush | NA | NA |
475 | 4217 | 4353 | 460 | 404 | 49 | 46 | NA | NA | Hep Flush | NA | NA |
581 | 4217 | 4820 | 460 | 61 | 49 | 5 | NA | NA | Hep Flush | NA | NA |
1887 | 4217 | 43597 | 460 | NA | 49 | NA | NA | NA | Hep Flush | NA | Free Form Intake |
1886 | 4820 | 43597 | 61 | NA | 5 | NA | NA | NA | HEP FLUSH | NA | Free Form Intake |
847 | 6053 | 6075 | 20 | 7 | 1 | 1 | NA | NA | Hep flush 10U/CC | NA | NA |
878 | 6053 | 6157 | 20 | 2 | 1 | 1 | NA | NA | Hep flush 10U/CC | NA | NA |
877 | 6075 | 6157 | 7 | 2 | 1 | 1 | NA | NA | Hep Flush 10U/cc | NA | NA |
908 | 5745 | 6262 | 11 | 14 | 2 | 1 | NA | NA | Hep flush 10units/cc | NA | NA |
818 | 1602 | 5997 | 80 | 31 | 7 | 1 | NA | NA | hepa filter | NA | NA |
1268 | 4527 | 30025 | 15 | NA | 4 | NA | NA | NA | heparin | NA | NA |
508 | 2289 | 4527 | 13 | 15 | 1 | 4 | NA | NA | HEPARIN | NA | NA |
1269 | 2289 | 30025 | 13 | NA | 1 | NA | NA | NA | HEPARIN | NA | NA |
505 | 4267 | 4504 | 1051 | 1211 | 134 | 162 | NA | NA | heparin flush | NA | NA |
462 | 4225 | 4267 | 1008 | 1051 | 161 | 134 | NA | NA | Heparin flush | NA | NA |
506 | 4225 | 4504 | 1008 | 1211 | 161 | 162 | NA | NA | Heparin flush | NA | NA |
455 | 4212 | 4225 | 67 | 1008 | 7 | 161 | NA | NA | HEPARIN FLUSH | NA | NA |
463 | 4212 | 4267 | 67 | 1051 | 7 | 134 | NA | NA | HEPARIN FLUSH | NA | NA |
507 | 4212 | 4504 | 67 | 1211 | 7 | 162 | NA | NA | HEPARIN FLUSH | NA | NA |
776 | 5541 | 5831 | 10 | 1 | 2 | 1 | NA | NA | Heparin flush 10u/cc | NA | NA |
1215 | 6311 | 8193 | 1 | 14 | 1 | 1 | NA | NA | heparin lock flush | NA | NA |
1228 | 6311 | 8270 | 1 | 16 | 1 | 1 | NA | NA | heparin lock flush | NA | NA |
1227 | 8193 | 8270 | 14 | 16 | 1 | 1 | NA | NA | Heparin Lock Flush | NA | NA |
715 | 4654 | 5663 | 57 | 7 | 57 | 7 | NA | NA | Hepatitis B vaccine | NA | NA |
538 | 4599 | 4654 | 63 | 57 | 63 | 57 | NA | NA | Hepatitis B Vaccine | NA | NA |
716 | 4599 | 5663 | 63 | 7 | 63 | 7 | NA | NA | Hepatitis B Vaccine | NA | NA |
664 | 4606 | 5325 | 118 | 20 | 5 | 2 | NA | NA | hernia | NA | NA |
2245 | 4606 | 45058 | 118 | NA | 5 | NA | NA | NA | hernia | NA | NA |
2246 | 5325 | 45058 | 20 | NA | 2 | NA | NA | NA | Hernia | NA | NA |
1249 | 3455 | 8519 | 6612 | 5305 | 67 | 65 | NA | NA | Hernia [Left] | NA | NA |
1250 | 3456 | 8520 | 6476 | 5317 | 63 | 59 | NA | NA | Hernia [Right] | NA | NA |
739 | 4652 | 5730 | 46 | 13 | 1 | 1 | NA | NA | Hernia Repair | NA | NA |
111 | 1487 | 1729 | 460 | 11 | 15 | 1 | NA | NA | hi min vent | NA | NA |
872 | 1487 | 6130 | 460 | 6 | 15 | 1 | NA | NA | hi min vent | NA | NA |
890 | 1487 | 6185 | 460 | 1 | 15 | 1 | NA | NA | hi min vent | NA | NA |
888 | 6130 | 6185 | 6 | 1 | 1 | 1 | NA | NA | Hi min vent | NA | NA |
871 | 1729 | 6130 | 11 | 6 | 1 | 1 | NA | NA | Hi Min Vent | NA | NA |
889 | 1729 | 6185 | 11 | 1 | 1 | 1 | NA | NA | Hi Min Vent | NA | NA |
817 | 1965 | 5994 | 232 | 1 | 14 | 1 | NA | NA | hi min vol | NA | NA |
127 | 1513 | 1758 | 466 | 27 | 13 | 5 | NA | NA | Hi Min Vol | NA | NA |
172 | 1513 | 1965 | 466 | 232 | 13 | 14 | NA | NA | Hi Min Vol | NA | NA |
815 | 1513 | 5994 | 466 | 1 | 13 | 1 | NA | NA | Hi Min Vol | NA | NA |
173 | 1758 | 1965 | 27 | 232 | 5 | 14 | NA | NA | HI MIN VOL | NA | NA |
816 | 1758 | 5994 | 27 | 1 | 5 | 1 | NA | NA | HI MIN VOL | NA | NA |
395 | 2046 | 3119 | 75 | 4 | 1 | 1 | NA | NA | hi minute vol | NA | NA |
404 | 2105 | 3161 | 33 | 39 | 2 | 1 | NA | NA | hi minute volume | NA | NA |
424 | 2105 | 3236 | 33 | 100 | 2 | 1 | NA | NA | hi minute volume | NA | NA |
423 | 3161 | 3236 | 39 | 100 | 1 | 1 | NA | NA | Hi Minute Volume | NA | NA |
734 | 3098 | 5727 | 499 | 1109 | 7 | 22 | NA | NA | hi mv | NA | NA |
388 | 1746 | 3098 | 493 | 499 | 17 | 7 | NA | NA | hi MV | NA | NA |
736 | 1746 | 5727 | 493 | 1109 | 17 | 22 | NA | NA | hi MV | NA | NA |
126 | 1685 | 1746 | 698 | 493 | 20 | 17 | NA | NA | HI MV | NA | NA |
387 | 1685 | 3098 | 698 | 499 | 20 | 7 | NA | NA | HI MV | NA | NA |
735 | 1685 | 5727 | 698 | 1109 | 20 | 22 | NA | NA | HI MV | NA | NA |
174 | 1500 | 1966 | 102 | 10 | 1 | 1 | NA | NA | HI MV ALARM | NA | NA |
72 | 1514 | 1570 | 176 | 22 | 9 | 6 | NA | NA | Hi Tidal Vol | NA | NA |
209 | 2049 | 2069 | 24 | 6 | 1 | 1 | NA | NA | HI TIDAL VOLUME | NA | NA |
883 | 6041 | 6168 | 7 | 6 | 2 | 1 | NA | NA | hi Ve | NA | NA |
831 | 5726 | 6041 | 278 | 7 | 20 | 2 | NA | NA | Hi Ve | NA | NA |
881 | 5726 | 6168 | 278 | 6 | 20 | 1 | NA | NA | Hi Ve | NA | NA |
733 | 2058 | 5726 | 38 | 278 | 2 | 20 | NA | NA | Hi VE | NA | NA |
830 | 2058 | 6041 | 38 | 7 | 2 | 2 | NA | NA | Hi VE | NA | NA |
880 | 2058 | 6168 | 38 | 6 | 2 | 1 | NA | NA | Hi VE | NA | NA |
204 | 1694 | 2058 | 4 | 38 | 2 | 2 | NA | NA | HI VE | NA | NA |
732 | 1694 | 5726 | 4 | 278 | 2 | 20 | NA | NA | HI VE | NA | NA |
832 | 1694 | 6041 | 4 | 7 | 2 | 2 | NA | NA | HI VE | NA | NA |
882 | 1694 | 6168 | 4 | 6 | 2 | 1 | NA | NA | HI VE | NA | NA |
689 | 2126 | 5558 | 1 | 32 | 1 | 1 | NA | NA | Hi/Minute/Vol | NA | NA |
224 | 2090 | 2126 | 50 | 1 | 1 | 1 | NA | NA | HI/minute/Vol | NA | NA |
688 | 2090 | 5558 | 50 | 32 | 1 | 1 | NA | NA | HI/minute/Vol | NA | NA |
211 | 1737 | 2090 | 176 | 50 | 4 | 1 | NA | NA | HI/Minute/vol | NA | NA |
227 | 1737 | 2126 | 176 | 1 | 4 | 1 | NA | NA | HI/Minute/vol | NA | NA |
692 | 1737 | 5558 | 176 | 32 | 4 | 1 | NA | NA | HI/Minute/vol | NA | NA |
74 | 1578 | 1594 | 1445 | 77 | 49 | 5 | NA | NA | HI/Minute/Vol | NA | NA |
114 | 1578 | 1737 | 1445 | 176 | 49 | 4 | NA | NA | HI/Minute/Vol | NA | NA |
212 | 1578 | 2090 | 1445 | 50 | 49 | 1 | NA | NA | HI/Minute/Vol | NA | NA |
226 | 1578 | 2126 | 1445 | 1 | 49 | 1 | NA | NA | HI/Minute/Vol | NA | NA |
690 | 1578 | 5558 | 1445 | 32 | 49 | 1 | NA | NA | HI/Minute/Vol | NA | NA |
115 | 1594 | 1737 | 77 | 176 | 5 | 4 | NA | NA | HI/MINUTE/VOL | NA | NA |
210 | 1594 | 2090 | 77 | 50 | 5 | 1 | NA | NA | HI/MINUTE/VOL | NA | NA |
225 | 1594 | 2126 | 77 | 1 | 5 | 1 | NA | NA | HI/MINUTE/VOL | NA | NA |
691 | 1594 | 5558 | 77 | 32 | 5 | 1 | NA | NA | HI/MINUTE/VOL | NA | NA |
11 | 1032 | 1055 | 179 | 6 | 11 | 1 | NA | NA | Hi/minute/vol/alarm | NA | NA |
22 | 1032 | 1104 | 179 | 78 | 11 | 4 | NA | NA | Hi/minute/vol/alarm | NA | NA |
26 | 1032 | 1121 | 179 | 550 | 11 | 36 | NA | NA | Hi/minute/vol/alarm | NA | NA |
60 | 1032 | 1468 | 179 | 74 | 11 | 2 | NA | NA | Hi/minute/vol/alarm | NA | NA |
67 | 1032 | 1508 | 179 | 201 | 11 | 6 | NA | NA | Hi/minute/vol/alarm | NA | NA |
131 | 1032 | 1761 | 179 | 376 | 11 | 21 | NA | NA | Hi/minute/vol/alarm | NA | NA |
289 | 1032 | 2590 | 179 | 9 | 11 | 1 | NA | NA | Hi/minute/vol/alarm | NA | NA |
23 | 1055 | 1104 | 6 | 78 | 1 | 4 | NA | NA | Hi/Minute/vol/alarm | NA | NA |
27 | 1055 | 1121 | 6 | 550 | 1 | 36 | NA | NA | Hi/Minute/vol/alarm | NA | NA |
61 | 1055 | 1468 | 6 | 74 | 1 | 2 | NA | NA | Hi/Minute/vol/alarm | NA | NA |
65 | 1055 | 1508 | 6 | 201 | 1 | 6 | NA | NA | Hi/Minute/vol/alarm | NA | NA |
130 | 1055 | 1761 | 6 | 376 | 1 | 21 | NA | NA | Hi/Minute/vol/alarm | NA | NA |
284 | 1055 | 2590 | 6 | 9 | 1 | 1 | NA | NA | Hi/Minute/vol/alarm | NA | NA |
132 | 1508 | 1761 | 201 | 376 | 6 | 21 | NA | NA | Hi/Minute/Vol/Alarm | NA | NA |
290 | 1508 | 2590 | 201 | 9 | 6 | 1 | NA | NA | Hi/Minute/Vol/Alarm | NA | NA |
25 | 1104 | 1121 | 78 | 550 | 4 | 36 | NA | NA | HI/Minute/vol/alarm | NA | NA |
58 | 1104 | 1468 | 78 | 74 | 4 | 2 | NA | NA | HI/Minute/vol/alarm | NA | NA |
69 | 1104 | 1508 | 78 | 201 | 4 | 6 | NA | NA | HI/Minute/vol/alarm | NA | NA |
128 | 1104 | 1761 | 78 | 376 | 4 | 21 | NA | NA | HI/Minute/vol/alarm | NA | NA |
288 | 1104 | 2590 | 78 | 9 | 4 | 1 | NA | NA | HI/Minute/vol/alarm | NA | NA |
68 | 1468 | 1508 | 74 | 201 | 2 | 6 | NA | NA | HI/Minute/Vol/alarm | NA | NA |
129 | 1468 | 1761 | 74 | 376 | 2 | 21 | NA | NA | HI/Minute/Vol/alarm | NA | NA |
287 | 1468 | 2590 | 74 | 9 | 2 | 1 | NA | NA | HI/Minute/Vol/alarm | NA | NA |
59 | 1121 | 1468 | 550 | 74 | 36 | 2 | NA | NA | HI/Minute/Vol/Alarm | NA | NA |
66 | 1121 | 1508 | 550 | 201 | 36 | 6 | NA | NA | HI/Minute/Vol/Alarm | NA | NA |
133 | 1121 | 1761 | 550 | 376 | 36 | 21 | NA | NA | HI/Minute/Vol/Alarm | NA | NA |
285 | 1121 | 2590 | 550 | 9 | 36 | 1 | NA | NA | HI/Minute/Vol/Alarm | NA | NA |
286 | 1761 | 2590 | 376 | 9 | 21 | 1 | NA | NA | HI/MINUTE/VOL/ALARM | NA | NA |
107 | 1720 | 1723 | 559 | 350 | 3 | 1 | NA | NA | high exhale MV | NA | NA |
221 | 1720 | 2123 | 559 | 124 | 3 | 4 | NA | NA | high exhale MV | NA | NA |
228 | 1720 | 2127 | 559 | 211 | 3 | 4 | NA | NA | high exhale MV | NA | NA |
229 | 2123 | 2127 | 124 | 211 | 4 | 4 | NA | NA | High exhale MV | NA | NA |
222 | 1723 | 2123 | 350 | 124 | 1 | 4 | NA | NA | HIGH EXHALE MV | NA | NA |
230 | 1723 | 2127 | 350 | 211 | 1 | 4 | NA | NA | HIGH EXHALE MV | NA | NA |
30 | 1102 | 1223 | 162 | 318 | 7 | 16 | NA | NA | high exhaled min vol | NA | NA |
33 | 1102 | 1313 | 162 | 158 | 7 | 9 | NA | NA | high exhaled min vol | NA | NA |
741 | 1102 | 5744 | 162 | 84 | 7 | 1 | NA | NA | high exhaled min vol | NA | NA |
20 | 1010 | 1102 | 3204 | 162 | 89 | 7 | NA | NA | High exhaled min vol | NA | NA |
31 | 1010 | 1223 | 3204 | 318 | 89 | 16 | NA | NA | High exhaled min vol | NA | NA |
34 | 1010 | 1313 | 3204 | 158 | 89 | 9 | NA | NA | High exhaled min vol | NA | NA |
743 | 1010 | 5744 | 3204 | 84 | 89 | 1 | NA | NA | High exhaled min vol | NA | NA |
740 | 1313 | 5744 | 158 | 84 | 9 | 1 | NA | NA | High Exhaled min vol | NA | NA |
35 | 1223 | 1313 | 318 | 158 | 16 | 9 | NA | NA | HIGH EXHALED MIN VOL | NA | NA |
742 | 1223 | 5744 | 318 | 84 | 16 | 1 | NA | NA | HIGH EXHALED MIN VOL | NA | NA |
49 | 1323 | 1380 | 11 | 108 | 1 | 3 | NA | NA | high exhaled min.vol | NA | NA |
259 | 1323 | 2340 | 11 | 9 | 1 | 3 | NA | NA | high exhaled min.vol | NA | NA |
260 | 1380 | 2340 | 108 | 9 | 3 | 3 | NA | NA | High exhaled min.vol | NA | NA |
88 | 1568 | 1648 | 402 | 55 | 11 | 3 | NA | NA | high me | NA | NA |
110 | 1659 | 1726 | 735 | 86 | 36 | 2 | NA | NA | high min vent | NA | NA |
95 | 1566 | 1662 | 930 | 356 | 33 | 18 | NA | NA | high min vol | NA | NA |
98 | 1566 | 1665 | 930 | 168 | 33 | 6 | NA | NA | high min vol | NA | NA |
184 | 1566 | 2003 | 930 | 398 | 33 | 7 | NA | NA | high min vol | NA | NA |
97 | 1662 | 1665 | 356 | 168 | 18 | 6 | NA | NA | High min vol | NA | NA |
182 | 1662 | 2003 | 356 | 398 | 18 | 7 | NA | NA | High min vol | NA | NA |
183 | 1665 | 2003 | 168 | 398 | 6 | 7 | NA | NA | High Min Vol | NA | NA |
187 | 1569 | 2019 | 14 | 13 | 3 | 1 | NA | NA | high min vol. | NA | NA |
820 | 1569 | 6000 | 14 | 30 | 3 | 1 | NA | NA | high min vol. | NA | NA |
819 | 2019 | 6000 | 13 | 30 | 1 | 1 | NA | NA | High min vol. | NA | NA |
186 | 2006 | 2018 | 372 | 12 | 5 | 1 | NA | NA | high min volume | NA | NA |
195 | 1679 | 2034 | 54 | 34 | 3 | 1 | NA | NA | high min. vent. | NA | NA |
100 | 1496 | 1679 | 82 | 54 | 3 | 3 | NA | NA | HIGH MIN. VENT. | NA | NA |
194 | 1496 | 2034 | 82 | 34 | 3 | 1 | NA | NA | HIGH MIN. VENT. | NA | NA |
71 | 1499 | 1556 | 525 | 251 | 20 | 1 | NA | NA | high min. vol | NA | NA |
406 | 1499 | 3168 | 525 | 219 | 20 | 7 | NA | NA | high min. vol | NA | NA |
411 | 1499 | 3189 | 525 | 15 | 20 | 1 | NA | NA | high min. vol | NA | NA |
405 | 1556 | 3168 | 251 | 219 | 1 | 7 | NA | NA | High min. vol | NA | NA |
410 | 1556 | 3189 | 251 | 15 | 1 | 1 | NA | NA | High min. vol | NA | NA |
409 | 3168 | 3189 | 219 | 15 | 7 | 1 | NA | NA | HIGH MIN. VOL | NA | NA |
170 | 1506 | 1960 | 428 | 81 | 12 | 2 | NA | NA | high min. vol. | NA | NA |
180 | 1506 | 1996 | 428 | 34 | 12 | 6 | NA | NA | high min. vol. | NA | NA |
179 | 1960 | 1996 | 81 | 34 | 2 | 6 | NA | NA | High Min. Vol. | NA | NA |
87 | 1504 | 1641 | 2 | 15 | 1 | 2 | NA | NA | High min. volume | NA | NA |
394 | 3051 | 3105 | 17 | 2 | 3 | 1 | NA | NA | high min.vol. | NA | NA |
428 | 1990 | 3254 | 33 | 3 | 2 | 1 | NA | NA | High minute vent. | NA | NA |
178 | 1718 | 1990 | 151 | 33 | 5 | 2 | NA | NA | High Minute Vent. | NA | NA |
430 | 1718 | 3254 | 151 | 3 | 5 | 1 | NA | NA | High Minute Vent. | NA | NA |
105 | 1599 | 1718 | 1245 | 151 | 46 | 5 | NA | NA | HIGH MINUTE VENT. | NA | NA |
177 | 1599 | 1990 | 1245 | 33 | 46 | 2 | NA | NA | HIGH MINUTE VENT. | NA | NA |
429 | 1599 | 3254 | 1245 | 3 | 46 | 1 | NA | NA | HIGH MINUTE VENT. | NA | NA |
103 | 1507 | 1687 | 155 | 144 | 5 | 5 | NA | NA | HIGH MINUTE VOL | NA | NA |
73 | 1383 | 1575 | 161 | 34 | 8 | 4 | NA | NA | high minute vol. | NA | NA |
62 | 1340 | 1486 | 3591 | 4921 | 139 | 149 | NA | NA | high minute volume | NA | NA |
78 | 1340 | 1600 | 3591 | 1793 | 139 | 36 | NA | NA | high minute volume | NA | NA |
216 | 1340 | 2103 | 3591 | 48 | 139 | 7 | NA | NA | high minute volume | NA | NA |
390 | 1340 | 3101 | 3591 | 8 | 139 | 1 | NA | NA | high minute volume | NA | NA |
841 | 1340 | 6065 | 3591 | 92 | 139 | 1 | NA | NA | high minute volume | NA | NA |
393 | 2103 | 3101 | 48 | 8 | 7 | 1 | NA | NA | High minute volume | NA | NA |
839 | 2103 | 6065 | 48 | 92 | 7 | 1 | NA | NA | High minute volume | NA | NA |
838 | 3101 | 6065 | 8 | 92 | 1 | 1 | NA | NA | High Minute volume | NA | NA |
77 | 1486 | 1600 | 4921 | 1793 | 149 | 36 | NA | NA | High Minute Volume | NA | NA |
215 | 1486 | 2103 | 4921 | 48 | 149 | 7 | NA | NA | High Minute Volume | NA | NA |
391 | 1486 | 3101 | 4921 | 8 | 149 | 1 | NA | NA | High Minute Volume | NA | NA |
842 | 1486 | 6065 | 4921 | 92 | 149 | 1 | NA | NA | High Minute Volume | NA | NA |
214 | 1600 | 2103 | 1793 | 48 | 36 | 7 | NA | NA | HIGH MINUTE VOLUME | NA | NA |
392 | 1600 | 3101 | 1793 | 8 | 36 | 1 | NA | NA | HIGH MINUTE VOLUME | NA | NA |
840 | 1600 | 6065 | 1793 | 92 | 36 | 1 | NA | NA | HIGH MINUTE VOLUME | NA | NA |
349 | 1650 | 2973 | 7440 | 11 | 195 | 2 | NA | NA | high mv | NA | NA |
754 | 1650 | 5766 | 7440 | 1 | 195 | 1 | NA | NA | high mv | NA | NA |
76 | 1551 | 1596 | 567 | 4060 | 27 | 166 | NA | NA | high MV | NA | NA |
85 | 1551 | 1639 | 567 | 6092 | 27 | 226 | NA | NA | high MV | NA | NA |
90 | 1551 | 1650 | 567 | 7440 | 27 | 195 | NA | NA | high MV | NA | NA |
350 | 1551 | 2973 | 567 | 11 | 27 | 2 | NA | NA | high MV | NA | NA |
756 | 1551 | 5766 | 567 | 1 | 27 | 1 | NA | NA | high MV | NA | NA |
752 | 2973 | 5766 | 11 | 1 | 2 | 1 | NA | NA | High Mv | NA | NA |
91 | 1639 | 1650 | 6092 | 7440 | 226 | 195 | NA | NA | High MV | NA | NA |
348 | 1639 | 2973 | 6092 | 11 | 226 | 2 | NA | NA | High MV | NA | NA |
753 | 1639 | 5766 | 6092 | 1 | 226 | 1 | NA | NA | High MV | NA | NA |
86 | 1596 | 1639 | 4060 | 6092 | 166 | 226 | NA | NA | HIGH MV | NA | NA |
89 | 1596 | 1650 | 4060 | 7440 | 166 | 195 | NA | NA | HIGH MV | NA | NA |
351 | 1596 | 2973 | 4060 | 11 | 166 | 2 | NA | NA | HIGH MV | NA | NA |
755 | 1596 | 5766 | 4060 | 1 | 166 | 1 | NA | NA | HIGH MV | NA | NA |
176 | 1492 | 1982 | 1332 | 473 | 27 | 5 | NA | NA | High MV Alarm | NA | NA |
219 | 1492 | 2109 | 1332 | 22 | 27 | 3 | NA | NA | High MV Alarm | NA | NA |
218 | 1982 | 2109 | 473 | 22 | 5 | 3 | NA | NA | HIGH MV ALARM | NA | NA |
403 | 1565 | 3160 | 2640 | 98 | 111 | 3 | NA | NA | High MV Limit | NA | NA |
720 | 1681 | 5675 | 53 | 232 | 3 | 4 | NA | NA | high MV. | NA | NA |
101 | 1616 | 1681 | 1129 | 53 | 37 | 3 | NA | NA | High MV. | NA | NA |
721 | 1616 | 5675 | 1129 | 232 | 37 | 4 | NA | NA | High MV. | NA | NA |
1026 | 6264 | 6688 | 5 | 2 | 1 | 1 | NA | NA | high NO alarm | NA | NA |
1202 | 2081 | 8060 | 3 | 9 | 1 | 1 | NA | NA | high NO2 | NA | NA |
1204 | 2081 | 8067 | 3 | 16 | 1 | 1 | NA | NA | high NO2 | NA | NA |
1203 | 8060 | 8067 | 9 | 16 | 1 | 1 | NA | NA | High NO2 | NA | NA |
1027 | 6265 | 6689 | 5 | 2 | 1 | 1 | NA | NA | high NO2 alarm | NA | NA |
899 | 6105 | 6236 | 3 | 1 | 1 | 1 | NA | NA | High PIP | NA | NA |
766 | 2025 | 5786 | 16 | 12 | 1 | 1 | NA | NA | High pressure | NA | NA |
858 | 3142 | 6106 | 77 | 3 | 3 | 1 | NA | NA | high rr | NA | NA |
356 | 1618 | 2990 | 5 | 17 | 2 | 1 | NA | NA | high tidal vol | NA | NA |
384 | 1618 | 3082 | 5 | 69 | 2 | 4 | NA | NA | high tidal vol | NA | NA |
385 | 2990 | 3082 | 17 | 69 | 1 | 4 | NA | NA | High Tidal Vol | NA | NA |
206 | 1660 | 2065 | 10 | 11 | 1 | 1 | NA | NA | High Tidal volume | NA | NA |
94 | 1651 | 1660 | 37 | 10 | 6 | 1 | NA | NA | High Tidal Volume | NA | NA |
207 | 1651 | 2065 | 37 | 11 | 6 | 1 | NA | NA | High Tidal Volume | NA | NA |
92 | 1546 | 1654 | 2384 | 89 | 106 | 11 | NA | NA | high ve | NA | NA |
191 | 1546 | 2033 | 2384 | 62 | 106 | 3 | NA | NA | high ve | NA | NA |
200 | 1546 | 2053 | 2384 | 117 | 106 | 3 | NA | NA | high ve | NA | NA |
707 | 1546 | 5651 | 2384 | 163 | 106 | 9 | NA | NA | high ve | NA | NA |
70 | 1510 | 1546 | 615 | 2384 | 18 | 106 | NA | NA | high Ve | NA | NA |
93 | 1510 | 1654 | 615 | 89 | 18 | 11 | NA | NA | high Ve | NA | NA |
193 | 1510 | 2033 | 615 | 62 | 18 | 3 | NA | NA | high Ve | NA | NA |
202 | 1510 | 2053 | 615 | 117 | 18 | 3 | NA | NA | high Ve | NA | NA |
709 | 1510 | 5651 | 615 | 163 | 18 | 9 | NA | NA | high Ve | NA | NA |
706 | 2053 | 5651 | 117 | 163 | 3 | 9 | NA | NA | high VE | NA | NA |
201 | 2033 | 2053 | 62 | 117 | 3 | 3 | NA | NA | High VE | NA | NA |
708 | 2033 | 5651 | 62 | 163 | 3 | 9 | NA | NA | High VE | NA | NA |
192 | 1654 | 2033 | 89 | 62 | 11 | 3 | NA | NA | HIGH VE | NA | NA |
203 | 1654 | 2053 | 89 | 117 | 11 | 3 | NA | NA | HIGH VE | NA | NA |
710 | 1654 | 5651 | 89 | 163 | 11 | 9 | NA | NA | HIGH VE | NA | NA |
81 | 1621 | 1631 | 549 | 104 | 12 | 1 | NA | NA | High/Min/Vent | NA | NA |
82 | 1621 | 1633 | 549 | 276 | 12 | 12 | NA | NA | High/Min/Vent | NA | NA |
118 | 1621 | 1738 | 549 | 1116 | 12 | 27 | NA | NA | High/Min/Vent | NA | NA |
83 | 1631 | 1633 | 104 | 276 | 1 | 12 | NA | NA | High/MIN/VENT | NA | NA |
117 | 1631 | 1738 | 104 | 1116 | 1 | 27 | NA | NA | High/MIN/VENT | NA | NA |
116 | 1633 | 1738 | 276 | 1116 | 12 | 27 | NA | NA | HIGH/MIN/VENT | NA | NA |
772 | 3121 | 5824 | 6 | 35 | 1 | 2 | NA | NA | himv | NA | NA |
1258 | 8518 | 8549 | 1687655 | 1810587 | 5219 | 14496 | NA | NA | HR Alarm [High] | NA | NA |
770 | 3450 | 5815 | 1687926 | 1812919 | 5219 | 14498 | NA | NA | HR Alarm [Low] | NA | NA |
2744 | 4579 | 221828 | 17 | NA | 4 | NA | NA | NA | Hydralazine | NA | Medications |
1196 | 4856 | 7983 | 162 | 636 | 2 | 4 | NA | NA | hydrocele | NA | NA |
469 | 3463 | 4312 | 445 | 12 | 42 | 3 | NA | NA | Hydrocortisone | NA | NA |
682 | 4789 | 5521 | 4 | 3 | 4 | 3 | NA | NA | hyperoxia | NA | NA |
885 | 1611 | 6179 | 63 | 1 | 2 | 1 | NA | NA | I time | NA | NA |
2895 | 224 | 224322 | 30020 | 8448 | 779 | 21 | NA | 221 | IABP Mean | NA | IABP |
334 | 2515 | 2865 | 51 | 14 | 1 | 1 | NA | NA | IABP-BP | NA | NA |
783 | 226 | 5856 | 99205 | 7 | 553 | 1 | NA | NA | ICP | NA | NA |
310 | 2045 | 2745 | 70 | 232 | 1 | 2 | NA | NA | icp left | NA | NA |
1379 | 3245 | 40751 | 127 | NA | 2 | NA | NA | NA | ileostomy | NA | NA |
829 | 4960 | 6037 | 138 | 27 | 9 | 1 | NA | NA | Ilex | NA | NA |
271 | 1029 | 2484 | 21 | 11 | 2 | 3 | NA | NA | INCENTIVE SPIROMETER | NA | NA |
326 | 2823 | 2826 | 24 | 21 | 6 | 6 | NA | NA | incentive spirometry | NA | NA |
2985 | 2823 | 225189 | 24 | 39428 | 6 | 390 | NA | 4546 | incentive spirometry | NA | Treatments |
2988 | 2826 | 225189 | 21 | 39428 | 6 | 390 | NA | 4546 | Incentive spirometry | NA | Treatments |
322 | 410 | 2815 | 64693 | 19 | 6354 | 4 | NA | NA | Incentive Spirometry | NA | NA |
324 | 410 | 2823 | 64693 | 24 | 6354 | 6 | NA | NA | Incentive Spirometry | NA | NA |
328 | 410 | 2826 | 64693 | 21 | 6354 | 6 | NA | NA | Incentive Spirometry | NA | NA |
2986 | 410 | 225189 | 64693 | 39428 | 6354 | 390 | NA | 4546 | Incentive Spirometry | NA | Treatments |
323 | 2815 | 2823 | 19 | 24 | 4 | 6 | NA | NA | INCENTIVE SPIROMETRY | NA | NA |
327 | 2815 | 2826 | 19 | 21 | 4 | 6 | NA | NA | INCENTIVE SPIROMETRY | NA | NA |
2987 | 2815 | 225189 | 19 | 39428 | 4 | 390 | NA | 4546 | INCENTIVE SPIROMETRY | NA | Treatments |
1037 | 5713 | 6762 | 20 | 14 | 1 | 1 | NA | NA | incision sites | NA | NA |
1152 | 7081 | 7585 | 9 | 26 | 1 | 3 | NA | NA | InExsufflator | NA | NA |
812 | 1942 | 5980 | 8 | 14 | 1 | 1 | NA | NA | INO Tank Press | NA | NA |
2806 | 1429 | 223823 | 10846 | NA | 751 | NA | NA | NA | Insomnia | NA | Toxicology |
923 | 3271 | 6315 | 8 | 28 | 2 | 3 | NA | NA | insp time | NA | NA |
435 | 3268 | 3271 | 4 | 8 | 1 | 2 | NA | NA | INSP TIME | NA | NA |
922 | 3268 | 6315 | 4 | 28 | 1 | 3 | NA | NA | INSP TIME | NA | NA |
1121 | 1655 | 7337 | 93 | 1 | 3 | 1 | NA | NA | Insp. Time | NA | NA |
2952 | 2000 | 224738 | 143870 | 222354 | 1201 | 890 | NA | 7934 | Inspiratory Time | NA | Respiratory |
501 | 2432 | 4475 | 18 | 17 | 8 | 11 | NA | NA | insulin | NA | NA |
1282 | 2432 | 30045 | 18 | NA | 8 | NA | NA | NA | insulin | NA | NA |
1283 | 4475 | 30045 | 17 | NA | 11 | NA | NA | NA | Insulin | NA | NA |
2120 | 6872 | 44547 | 211 | NA | 1 | NA | NA | NA | intrathecal catheter | NA | NA |
1213 | 1350 | 8177 | 1 | 2 | 1 | 1 | NA | NA | ionized calcium | NA | NA |
1240 | 1350 | 8325 | 1 | NA | 1 | NA | NA | NA | ionized calcium | NA | NA |
3031 | 1350 | 225667 | 1 | 80126 | 1 | 2000 | NA | 7894 | ionized calcium | NA | Labs |
1241 | 8177 | 8325 | 2 | NA | 1 | NA | NA | NA | Ionized calcium | NA | NA |
3029 | 8177 | 225667 | 2 | 80126 | 1 | 2000 | NA | 7894 | Ionized calcium | NA | Labs |
3030 | 8325 | 225667 | NA | 80126 | NA | 2000 | NA | 7894 | IONIZED CALCIUM | NA | Labs |
317 | 1840 | 2784 | 26 | 25 | 2 | 1 | NA | NA | IRRIGATE PIGTAIL | NA | NA |
2527 | 8205 | 46521 | 62 | NA | 2 | NA | NA | NA | isoproterenol | NA | Free Form Intake |
1219 | 7277 | 8205 | 15 | 62 | 3 | 2 | NA | NA | Isoproterenol | NA | NA |
2526 | 7277 | 46521 | 15 | NA | 3 | NA | NA | NA | Isoproterenol | NA | Free Form Intake |
1286 | 6921 | 30046 | 9 | NA | 1 | NA | NA | NA | isuprel | NA | NA |
3229 | 6921 | 227692 | 9 | NA | 1 | NA | NA | NA | isuprel | NA | Medications |
1061 | 5565 | 6891 | 37 | 58 | 3 | 2 | NA | NA | Isuprel | NA | NA |
1066 | 5565 | 6921 | 37 | 9 | 3 | 1 | NA | NA | Isuprel | NA | NA |
1284 | 5565 | 30046 | 37 | NA | 3 | NA | NA | NA | Isuprel | NA | NA |
3230 | 5565 | 227692 | 37 | NA | 3 | NA | NA | NA | Isuprel | NA | Medications |
1065 | 6891 | 6921 | 58 | 9 | 2 | 1 | NA | NA | ISUPREL | NA | NA |
1285 | 6891 | 30046 | 58 | NA | 2 | NA | NA | NA | ISUPREL | NA | NA |
3228 | 6891 | 227692 | 58 | NA | 2 | NA | NA | NA | ISUPREL | NA | Medications |
1251 | 3465 | 8521 | 359107 | 354862 | 4074 | 3917 | NA | NA | IV #1 [Location] | NA | NA |
1252 | 3466 | 8522 | 156270 | 154730 | 1143 | 1128 | NA | NA | IV #2 [Location] | NA | NA |
1253 | 3467 | 8523 | 90252 | 89496 | 626 | 616 | NA | NA | IV #3 [Location] | NA | NA |
1254 | 3468 | 8524 | 35267 | 34975 | 249 | 242 | NA | NA | IV #4 [Location] | NA | NA |
1255 | 3469 | 8525 | 8470 | 8378 | 75 | 73 | NA | NA | IV #5 [Location] | NA | NA |
1327 | 4817 | 30184 | 12 | NA | 6 | NA | NA | NA | IVIG | NA | NA |
2277 | 7826 | 45292 | 24 | NA | 1 | NA | NA | NA | IVPPI | NA | Free Form Intake |
1916 | 6062 | 43754 | 2 | NA | 1 | NA | NA | NA | J-tube | NA | NA |
1908 | 5705 | 43706 | 42 | NA | 1 | NA | NA | NA | j-tube flush | NA | Free Form Intake |
2524 | 5705 | 46520 | 42 | NA | 1 | NA | NA | NA | j-tube flush | NA | Free Form Intake |
1374 | 8120 | 40728 | 14 | NA | 1 | NA | NA | NA | JP DRAIN | NA | NA |
1385 | 8120 | 40779 | 14 | NA | 1 | NA | NA | NA | JP DRAIN | NA | NA |
1958 | 8120 | 44004 | 14 | NA | 1 | NA | NA | NA | JP DRAIN | NA | NA |
1338 | 5080 | 40385 | 100 | NA | 4 | NA | NA | NA | K phos | NA | Free Form Intake |
1395 | 5080 | 40863 | 100 | NA | 4 | NA | NA | NA | K phos | NA | Free Form Intake |
1443 | 5080 | 41067 | 100 | NA | 4 | NA | NA | NA | K phos | NA | Free Form Intake |
1966 | 5080 | 44009 | 100 | NA | 4 | NA | NA | NA | K phos | NA | Free Form Intake |
3068 | 5080 | 225834 | 100 | NA | 4 | NA | NA | NA | K phos | NA | Medications |
629 | 4720 | 5080 | 14 | 100 | 1 | 4 | NA | NA | K Phos | NA | NA |
1337 | 4720 | 40385 | 14 | NA | 1 | NA | NA | NA | K Phos | NA | Free Form Intake |
1397 | 4720 | 40863 | 14 | NA | 1 | NA | NA | NA | K Phos | NA | Free Form Intake |
1441 | 4720 | 41067 | 14 | NA | 1 | NA | NA | NA | K Phos | NA | Free Form Intake |
1970 | 4720 | 44009 | 14 | NA | 1 | NA | NA | NA | K Phos | NA | Free Form Intake |
3070 | 4720 | 225834 | 14 | NA | 1 | NA | NA | NA | K Phos | NA | Medications |
2344 | 4486 | 45641 | 11 | NA | 1 | NA | NA | NA | k phosphate | NA | Free Form Intake |
504 | 2567 | 4486 | 42 | 11 | 2 | 1 | NA | NA | K Phosphate | NA | NA |
2343 | 2567 | 45641 | 42 | NA | 2 | NA | NA | NA | K Phosphate | NA | Free Form Intake |
1270 | 2466 | 30026 | 22 | NA | 5 | NA | NA | NA | KCL | NA | NA |
631 | 4247 | 5098 | 99 | 85 | 1 | 1 | NA | NA | KCL supps | NA | NA |
3227 | 4732 | 227691 | 144 | NA | 11 | NA | NA | NA | Keflex | NA | Antibiotics |
1312 | 6537 | 30151 | 146 | NA | 4 | NA | NA | NA | Ketamine | NA | NA |
2738 | 6537 | 221712 | 146 | NA | 4 | NA | NA | NA | Ketamine | NA | Medications |
1005 | 2756 | 6537 | 1 | 146 | 1 | 4 | NA | NA | KETAMINE | NA | NA |
1313 | 2756 | 30151 | 1 | NA | 1 | NA | NA | NA | KETAMINE | NA | NA |
2736 | 2756 | 221712 | 1 | NA | 1 | NA | NA | NA | KETAMINE | NA | Medications |
2330 | 8037 | 45573 | 153 | NA | 1 | NA | NA | NA | Ketamine 100mg/50ml | NA | Free Form Intake |
1718 | 8262 | 42669 | 15 | NA | 1 | NA | NA | NA | ketamine mg/hr | NA | Free Form Intake |
1223 | 2757 | 8262 | 143 | 15 | 3 | 1 | NA | NA | KETAMINE MG/HR | NA | NA |
1717 | 2757 | 42669 | 143 | NA | 3 | NA | NA | NA | KETAMINE MG/HR | NA | Free Form Intake |
1400 | 5186 | 40864 | 13 | NA | 1 | NA | NA | NA | Kphos | NA | Free Form Intake |
1406 | 5186 | 40880 | 13 | NA | 1 | NA | NA | NA | Kphos | NA | Free Form Intake |
1471 | 5186 | 41353 | 13 | NA | 1 | NA | NA | NA | Kphos | NA | Free Form Intake |
1730 | 5186 | 42691 | 13 | NA | 1 | NA | NA | NA | Kphos | NA | Free Form Intake |
645 | 4683 | 5186 | 22 | 13 | 1 | 1 | NA | NA | KPhos | NA | NA |
1398 | 4683 | 40864 | 22 | NA | 1 | NA | NA | NA | KPhos | NA | Free Form Intake |
1408 | 4683 | 40880 | 22 | NA | 1 | NA | NA | NA | KPhos | NA | Free Form Intake |
1472 | 4683 | 41353 | 22 | NA | 1 | NA | NA | NA | KPhos | NA | Free Form Intake |
1729 | 4683 | 42691 | 22 | NA | 1 | NA | NA | NA | KPhos | NA | Free Form Intake |
542 | 4679 | 4683 | 24 | 22 | 1 | 1 | NA | NA | KPHOS | NA | NA |
646 | 4679 | 5186 | 24 | 13 | 1 | 1 | NA | NA | KPHOS | NA | NA |
1399 | 4679 | 40864 | 24 | NA | 1 | NA | NA | NA | KPHOS | NA | Free Form Intake |
1405 | 4679 | 40880 | 24 | NA | 1 | NA | NA | NA | KPHOS | NA | Free Form Intake |
1469 | 4679 | 41353 | 24 | NA | 1 | NA | NA | NA | KPHOS | NA | Free Form Intake |
1731 | 4679 | 42691 | 24 | NA | 1 | NA | NA | NA | KPHOS | NA | Free Form Intake |
813 | 5600 | 5981 | 13 | 11 | 1 | 1 | NA | NA | L fem art bp | NA | NA |
974 | 6428 | 6457 | 13 | 26 | 1 | 1 | NA | NA | L fem art line | NA | NA |
765 | 5781 | 5784 | 2 | 1 | 1 | 1 | NA | NA | Lab results | NA | NA |
886 | 4526 | 6180 | 29 | 87 | 2 | 6 | NA | NA | lacrilube | NA | NA |
1216 | 7835 | 8199 | 18 | 10 | 1 | 1 | NA | NA | Lacrilube ointment | NA | NA |
1176 | 6143 | 7835 | 354 | 18 | 1 | 1 | NA | NA | Lacrilube Ointment | NA | NA |
1217 | 6143 | 8199 | 354 | 10 | 1 | 1 | NA | NA | Lacrilube Ointment | NA | NA |
1261 | 1634 | 30021 | 1 | NA | 1 | NA | NA | NA | lactated ringers | NA | NA |
1162 | 4888 | 7780 | 22 | 9 | 9 | 1 | NA | NA | lasix | NA | NA |
1302 | 4888 | 30123 | 22 | NA | 9 | NA | NA | NA | lasix | NA | NA |
591 | 4219 | 4888 | 68 | 22 | 19 | 9 | NA | NA | Lasix | NA | NA |
1163 | 4219 | 7780 | 68 | 9 | 19 | 1 | NA | NA | Lasix | NA | NA |
1301 | 4219 | 30123 | 68 | NA | 19 | NA | NA | NA | Lasix | NA | NA |
1303 | 7780 | 30123 | 9 | NA | 1 | NA | NA | NA | LASIX | NA | NA |
84 | 1493 | 1636 | 6 | 1 | 1 | 1 | NA | NA | LAVAGE | NA | NA |
1122 | 983 | 7339 | 118 | 53 | 2 | 1 | NA | NA | LEECH THERAPY | NA | NA |
722 | 5244 | 5693 | 4 | 1 | 2 | 1 | NA | NA | Left lateral decub | NA | NA |
80 | 1122 | 1619 | 134 | 72 | 4 | 2 | NA | NA | lepirudin | NA | NA |
305 | 1122 | 2693 | 134 | 1 | 4 | 1 | NA | NA | lepirudin | NA | NA |
1323 | 1122 | 30177 | 134 | NA | 4 | NA | NA | NA | lepirudin | NA | NA |
2746 | 1122 | 221892 | 134 | NA | 4 | NA | NA | NA | lepirudin | NA | Medications |
306 | 1619 | 2693 | 72 | 1 | 2 | 1 | NA | NA | Lepirudin | NA | NA |
1324 | 1619 | 30177 | 72 | NA | 2 | NA | NA | NA | Lepirudin | NA | NA |
2745 | 1619 | 221892 | 72 | NA | 2 | NA | NA | NA | Lepirudin | NA | Medications |
1322 | 2693 | 30177 | 1 | NA | 1 | NA | NA | NA | LEPIRUDIN | NA | NA |
2747 | 2693 | 221892 | 1 | NA | 1 | NA | NA | NA | LEPIRUDIN | NA | Medications |
3033 | 2412 | 225672 | 1 | 9766 | 1 | 1074 | NA | 2999 | lipase | NA | Labs |
1444 | 1549 | 41068 | 5 | NA | 1 | NA | NA | NA | liperudin | NA | Free Form Intake |
185 | 1838 | 2014 | 2 | 1 | 1 | 1 | NA | NA | Lithium level | NA | NA |
2825 | 423 | 223920 | 363760 | NA | 6924 | NA | NA | NA | LL Strength/Movement | NA | Neurological |
2836 | 425 | 223989 | 785810 | NA | 22367 | NA | NA | NA | LLL Lung Sounds | NA | Pulmonary |
96 | 434 | 1664 | 391281 | 5 | 13229 | 3 | NA | NA | Low Exhaled Min Vol | NA | NA |
1054 | 3143 | 6864 | 30 | 26 | 2 | 4 | NA | NA | low insp pressure | NA | NA |
1094 | 436 | 7176 | 89617 | 3 | 2837 | 1 | NA | NA | Low Insp. Pressure | NA | NA |
347 | 2943 | 2972 | 12 | 2 | 1 | 1 | NA | NA | low min vol | NA | NA |
1060 | 5778 | 6873 | 1 | 9 | 1 | 1 | NA | NA | low mv | NA | NA |
389 | 2050 | 3100 | 6 | 4 | 3 | 2 | NA | NA | Low MV | NA | NA |
764 | 2050 | 5778 | 6 | 1 | 3 | 1 | NA | NA | Low MV | NA | NA |
1058 | 2050 | 6873 | 6 | 9 | 3 | 1 | NA | NA | Low MV | NA | NA |
763 | 3100 | 5778 | 4 | 1 | 2 | 1 | NA | NA | LOW MV | NA | NA |
1059 | 3100 | 6873 | 4 | 9 | 2 | 1 | NA | NA | LOW MV | NA | NA |
1067 | 437 | 6943 | 4162 | 6 | 120 | 1 | NA | NA | Low Peep | NA | NA |
1171 | 437 | 7803 | 4162 | 5 | 120 | 1 | NA | NA | Low Peep | NA | NA |
1170 | 6943 | 7803 | 6 | 5 | 1 | 1 | NA | NA | LOW PEEP | NA | NA |
1070 | 6417 | 6944 | 32 | 6 | 3 | 1 | NA | NA | low pressure | NA | NA |
859 | 2027 | 6107 | 17 | 3 | 2 | 1 | NA | NA | Low pressure | NA | NA |
955 | 2027 | 6417 | 17 | 32 | 2 | 3 | NA | NA | Low pressure | NA | NA |
1069 | 2027 | 6944 | 17 | 6 | 2 | 1 | NA | NA | Low pressure | NA | NA |
956 | 6107 | 6417 | 3 | 32 | 1 | 3 | NA | NA | Low Pressure | NA | NA |
1068 | 6107 | 6944 | 3 | 6 | 1 | 1 | NA | NA | Low Pressure | NA | NA |
1105 | 6945 | 7229 | 6 | 1 | 1 | 1 | NA | NA | LOW VT | NA | NA |
2069 | 2971 | 44367 | 21 | NA | 2 | NA | NA | NA | LR | NA | Free Form Intake |
3059 | 2971 | 225828 | 21 | NA | 2 | NA | NA | NA | LR | NA | Fluids/Intake |
2824 | 426 | 223919 | 364518 | NA | 6911 | NA | NA | NA | LU Strength/Movement | NA | Neurological |
2835 | 428 | 223988 | 788599 | NA | 22367 | NA | NA | NA | LUL Lung Sounds | NA | Pulmonary |
862 | 5939 | 6114 | 104 | 169 | 2 | 2 | NA | NA | Lumbar drain | NA | NA |
1156 | 5939 | 7611 | 104 | 62 | 2 | 1 | NA | NA | Lumbar drain | NA | NA |
2017 | 5939 | 44201 | 104 | NA | 2 | NA | NA | NA | Lumbar drain | NA | NA |
2146 | 5939 | 44637 | 104 | NA | 2 | NA | NA | NA | Lumbar drain | NA | NA |
2016 | 7611 | 44201 | 62 | NA | 1 | NA | NA | NA | Lumbar Drain | NA | NA |
2145 | 7611 | 44637 | 62 | NA | 1 | NA | NA | NA | Lumbar Drain | NA | NA |
1157 | 6114 | 7611 | 169 | 62 | 2 | 1 | NA | NA | LUMBAR DRAIN | NA | NA |
2018 | 6114 | 44201 | 169 | NA | 2 | NA | NA | NA | LUMBAR DRAIN | NA | NA |
2144 | 6114 | 44637 | 169 | NA | 2 | NA | NA | NA | LUMBAR DRAIN | NA | NA |
1677 | 6163 | 42523 | 29 | NA | 1 | NA | NA | NA | Lumbar drain output | NA | NA |
2997 | 3496 | 225399 | 499 | NA | 326 | NA | NA | NA | Lumbar Puncture | NA | 4-Procedures |
658 | 4227 | 5262 | 52 | 24 | 30 | 16 | NA | NA | lytes | NA | NA |
714 | 4227 | 5660 | 52 | 8 | 30 | 3 | NA | NA | lytes | NA | NA |
713 | 5262 | 5660 | 24 | 8 | 16 | 3 | NA | NA | Lytes | NA | NA |
879 | 5469 | 6165 | 5 | 4 | 5 | 2 | NA | NA | lytes and bili | NA | NA |
790 | 5434 | 5901 | 7 | 3 | 4 | 2 | NA | NA | lytes,bili | NA | NA |
807 | 5434 | 5971 | 7 | 6 | 4 | 2 | NA | NA | lytes,bili | NA | NA |
808 | 5901 | 5971 | 3 | 6 | 2 | 2 | NA | NA | Lytes,Bili | NA | NA |
1271 | 6133 | 30027 | 4 | NA | 1 | NA | NA | NA | Magnesium Sulfate | NA | NA |
2751 | 6133 | 222011 | 4 | NA | 1 | NA | NA | NA | Magnesium Sulfate | NA | Medications |
319 | 2579 | 2789 | 372 | 102 | 34 | 7 | NA | NA | mammary support | NA | NA |
37 | 438 | 1321 | 10 | 10 | 7 | 1 | NA | NA | MAP | NA | NA |
3144 | 925 | 226381 | 42452 | NA | 22901 | NA | NA | NA | Marital Status | NA | ADT |
2949 | 444 | 224697 | 383023 | 467046 | 13193 | 940 | NA | 8244 | Mean Airway Pressure | NA | Respiratory |
627 | 5060 | 5062 | 85 | 60 | 2 | 1 | NA | NA | meropenem | NA | NA |
2677 | 5060 | 90029 | 85 | NA | 2 | NA | NA | NA | meropenem | NA | ANTIBACTERIUM |
3108 | 5060 | 225883 | 85 | NA | 2 | NA | NA | NA | meropenem | NA | Antibiotics |
626 | 4587 | 5060 | 124 | 85 | 6 | 2 | NA | NA | Meropenem | NA | NA |
628 | 4587 | 5062 | 124 | 60 | 6 | 1 | NA | NA | Meropenem | NA | NA |
2678 | 4587 | 90029 | 124 | NA | 6 | NA | NA | NA | Meropenem | NA | ANTIBACTERIUM |
3105 | 4587 | 225883 | 124 | NA | 6 | NA | NA | NA | Meropenem | NA | Antibiotics |
2679 | 5062 | 90029 | 60 | NA | 1 | NA | NA | NA | MEROPENEM | NA | ANTIBACTERIUM |
3106 | 5062 | 225883 | 60 | NA | 1 | NA | NA | NA | MEROPENEM | NA | Antibiotics |
2056 | 1874 | 44306 | 100 | NA | 1 | NA | NA | NA | methadone | NA | Free Form Intake |
2382 | 1874 | 45764 | 100 | NA | 1 | NA | NA | NA | methadone | NA | Free Form Intake |
2589 | 1874 | 46725 | 100 | NA | 1 | NA | NA | NA | methadone | NA | Free Form Intake |
1454 | 1605 | 41111 | 24 | NA | 1 | NA | NA | NA | METHYLPRED 450MG/HR | NA | Free Form Intake |
1140 | 1878 | 7469 | 58 | 44 | 2 | 4 | NA | NA | methylprednisolone | NA | NA |
1712 | 1878 | 42655 | 58 | NA | 2 | NA | NA | NA | methylprednisolone | NA | Free Form Intake |
2133 | 1878 | 44585 | 58 | NA | 2 | NA | NA | NA | methylprednisolone | NA | Free Form Intake |
2231 | 1878 | 45023 | 58 | NA | 2 | NA | NA | NA | methylprednisolone | NA | Free Form Intake |
1711 | 7469 | 42655 | 44 | NA | 4 | NA | NA | NA | Methylprednisolone | NA | Free Form Intake |
2134 | 7469 | 44585 | 44 | NA | 4 | NA | NA | NA | Methylprednisolone | NA | Free Form Intake |
2230 | 7469 | 45023 | 44 | NA | 4 | NA | NA | NA | Methylprednisolone | NA | Free Form Intake |
548 | 4385 | 4723 | 155 | 173 | 3 | 2 | NA | NA | metoclopramide | NA | NA |
1445 | 5708 | 41076 | 3 | NA | 1 | NA | NA | NA | MgSO4 | NA | Free Form Intake |
551 | 4622 | 4729 | 266 | 171 | 24 | 20 | NA | NA | miconazole powder | NA | NA |
696 | 4622 | 5605 | 266 | 104 | 24 | 8 | NA | NA | miconazole powder | NA | NA |
1220 | 4622 | 8240 | 266 | 21 | 24 | 2 | NA | NA | miconazole powder | NA | NA |
697 | 4729 | 5605 | 171 | 104 | 20 | 8 | NA | NA | Miconazole powder | NA | NA |
1221 | 4729 | 8240 | 171 | 21 | 20 | 2 | NA | NA | Miconazole powder | NA | NA |
1222 | 5605 | 8240 | 104 | 21 | 8 | 2 | NA | NA | Miconazole Powder | NA | NA |
884 | 4218 | 6177 | 32 | 22 | 4 | 3 | NA | NA | miconozole powder | NA | NA |
1304 | 7602 | 30124 | 122 | NA | 3 | NA | NA | NA | Midazolam | NA | NA |
824 | 4954 | 6025 | 15 | 10 | 4 | 1 | NA | NA | Mineral Oil | NA | NA |
2946 | 448 | 224687 | 36 | 450204 | 11 | 940 | NA | 8259 | Minute Volume | NA | Respiratory |
1050 | 2889 | 6817 | 4 | 2 | 1 | 1 | NA | NA | MIXED VENOUS | NA | NA |
1305 | 1813 | 30126 | 1660 | NA | 105 | NA | NA | NA | Morphine Sulfate | NA | NA |
2963 | 1813 | 225154 | 1660 | NA | 105 | NA | NA | NA | Morphine Sulfate | NA | Medications |
220 | 1108 | 2110 | 37 | 44 | 6 | 1 | NA | NA | mucomyst | NA | NA |
1552 | 1108 | 41848 | 37 | NA | 6 | NA | NA | NA | mucomyst | NA | Free Form Intake |
1903 | 1108 | 43683 | 37 | NA | 6 | NA | NA | NA | mucomyst | NA | Free Form Intake |
2440 | 1108 | 46065 | 37 | NA | 6 | NA | NA | NA | mucomyst | NA | Free Form Intake |
1553 | 2110 | 41848 | 44 | NA | 1 | NA | NA | NA | Mucomyst | NA | Free Form Intake |
1904 | 2110 | 43683 | 44 | NA | 1 | NA | NA | NA | Mucomyst | NA | Free Form Intake |
2441 | 2110 | 46065 | 44 | NA | 1 | NA | NA | NA | Mucomyst | NA | Free Form Intake |
1159 | 6806 | 7654 | 138 | 30 | 1 | 1 | NA | NA | Mucomyst mg/hr | NA | NA |
1923 | 5757 | 43840 | 159 | NA | 4 | NA | NA | NA | mucous fistula | NA | NA |
2006 | 5757 | 44133 | 159 | NA | 4 | NA | NA | NA | mucous fistula | NA | NA |
2274 | 5757 | 45283 | 159 | NA | 4 | NA | NA | NA | mucous fistula | NA | NA |
1079 | 1839 | 7031 | 89 | 26 | 1 | 2 | NA | NA | Multi podis boot | NA | NA |
711 | 1603 | 5655 | 73 | 14 | 2 | 1 | NA | NA | multi podis boots | NA | NA |
953 | 1603 | 6408 | 73 | 74 | 2 | 2 | NA | NA | multi podis boots | NA | NA |
952 | 5655 | 6408 | 14 | 74 | 1 | 2 | NA | NA | Multi podis Boots | NA | NA |
1057 | 5648 | 6871 | 85 | 9 | 3 | 1 | NA | NA | multi-podis boots | NA | NA |
705 | 1133 | 5648 | 34 | 85 | 3 | 3 | NA | NA | Multi-podis boots | NA | NA |
1056 | 1133 | 6871 | 34 | 9 | 3 | 1 | NA | NA | Multi-podis boots | NA | NA |
160 | 1870 | 1900 | 69 | 18 | 5 | 2 | NA | NA | multipodis boots | NA | NA |
1009 | 1870 | 6593 | 69 | 11 | 5 | 1 | NA | NA | multipodis boots | NA | NA |
1010 | 1900 | 6593 | 18 | 11 | 2 | 1 | NA | NA | MULTIPODIS BOOTS | NA | NA |
975 | 2143 | 6458 | 84 | 40 | 4 | 1 | NA | NA | multipodus | NA | NA |
249 | 1118 | 2209 | 181 | 21 | 6 | 1 | NA | NA | multipodus boot | NA | NA |
1198 | 1118 | 8035 | 181 | 21 | 6 | 1 | NA | NA | multipodus boot | NA | NA |
1199 | 2209 | 8035 | 21 | 21 | 1 | 1 | NA | NA | MULTIPODUS BOOT | NA | NA |
113 | 1418 | 1735 | 667 | 96 | 33 | 8 | NA | NA | multipodus boots | NA | NA |
252 | 1418 | 2236 | 667 | 183 | 33 | 2 | NA | NA | multipodus boots | NA | NA |
775 | 1418 | 5828 | 667 | 59 | 33 | 5 | NA | NA | multipodus boots | NA | NA |
251 | 1735 | 2236 | 96 | 183 | 8 | 2 | NA | NA | Multipodus boots | NA | NA |
773 | 1735 | 5828 | 96 | 59 | 8 | 5 | NA | NA | Multipodus boots | NA | NA |
774 | 2236 | 5828 | 183 | 59 | 2 | 5 | NA | NA | MULTIPODUS BOOTS | NA | NA |
757 | 1387 | 5769 | 2 | 131 | 1 | 3 | NA | NA | Multipodus Splints | NA | NA |
50 | 1384 | 1387 | 23 | 2 | 1 | 1 | NA | NA | MultiPodus Splints | NA | NA |
758 | 1384 | 5769 | 23 | 131 | 1 | 3 | NA | NA | MultiPodus Splints | NA | NA |
1507 | 7785 | 41568 | 18 | NA | 1 | NA | NA | NA | Multivitamin | NA | Free Form Intake |
1822 | 7785 | 43007 | 18 | NA | 1 | NA | NA | NA | Multivitamin | NA | Free Form Intake |
1762 | 8010 | 42805 | 18 | NA | 2 | NA | NA | NA | multivitamins | NA | Free Form Intake |
3061 | 8010 | 225830 | 18 | NA | 2 | NA | NA | NA | multivitamins | NA | Fluids/Intake |
2074 | 5800 | 44379 | 7 | NA | 1 | NA | NA | NA | mushroom catheter | NA | NA |
2215 | 5800 | 44934 | 7 | NA | 1 | NA | NA | NA | mushroom catheter | NA | NA |
848 | 3259 | 6078 | 10 | 60 | 2 | 1 | NA | NA | mv | NA | NA |
780 | 5758 | 5847 | 8 | 5 | 1 | 1 | NA | NA | MV hi | NA | NA |
845 | 5758 | 6073 | 8 | 6 | 1 | 3 | NA | NA | MV hi | NA | NA |
844 | 5847 | 6073 | 5 | 6 | 1 | 3 | NA | NA | MV Hi | NA | NA |
1272 | 4898 | 30028 | 20 | NA | 2 | NA | NA | NA | MVI | NA | NA |
1071 | 2265 | 6947 | 73 | 3 | 5 | 2 | NA | NA | MVO2 | NA | NA |
1358 | 4297 | 40611 | 3 | NA | 2 | NA | NA | NA | Na bicarb | NA | Free Form Intake |
2236 | 4297 | 45029 | 3 | NA | 2 | NA | NA | NA | Na bicarb | NA | Free Form Intake |
2290 | 4297 | 45350 | 3 | NA | 2 | NA | NA | NA | Na bicarb | NA | Free Form Intake |
2331 | 4297 | 45584 | 3 | NA | 2 | NA | NA | NA | Na bicarb | NA | Free Form Intake |
681 | 5220 | 5515 | 15 | 50 | 1 | 2 | NA | NA | Na Supps | NA | NA |
1243 | 4231 | 8344 | 31 | 18 | 2 | 1 | NA | NA | NaCl | NA | NA |
1077 | 5213 | 7009 | 106 | 26 | 3 | 1 | NA | NA | NaCl supp | NA | NA |
652 | 5099 | 5229 | 70 | 77 | 1 | 1 | NA | NA | NaCl Supps | NA | NA |
1572 | 8235 | 41983 | 16 | NA | 1 | NA | NA | NA | naHCO3 | NA | Free Form Intake |
2141 | 8235 | 44602 | 16 | NA | 1 | NA | NA | NA | naHCO3 | NA | Free Form Intake |
1310 | 4477 | 30148 | 3 | NA | 3 | NA | NA | NA | narcan | NA | NA |
502 | 4420 | 4477 | 7 | 3 | 7 | 3 | NA | NA | Narcan | NA | NA |
1311 | 4420 | 30148 | 7 | NA | 7 | NA | NA | NA | Narcan | NA | NA |
792 | 4490 | 5927 | 49 | 4 | 2 | 1 | NA | NA | NAS Score | NA | NA |
2941 | 3532 | 224666 | 591 | NA | 23 | NA | NA | NA | Nasal Congestion | NA | Toxicology |
1318 | 1194 | 30172 | 33 | NA | 1 | NA | NA | NA | natrecor | NA | NA |
846 | 6054 | 6074 | 1 | 4 | 1 | 2 | NA | NA | Neonatal bili | NA | NA |
1132 | 5057 | 7424 | 19 | 11 | 1 | 1 | NA | NA | NEONATAL MORPHINE | NA | NA |
1042 | 6414 | 6782 | 19 | 23 | 1 | 3 | NA | NA | Nephrostomy | NA | NA |
1455 | 2137 | 41177 | 10 | NA | 1 | NA | NA | NA | Nephrostomy Drain | NA | Free Form Intake |
2798 | 460 | 223802 | 9257 | NA | 434 | NA | NA | NA | Nerve Stimulated | NA | Pain/Sedation |
1516 | 1857 | 41611 | 223 | NA | 1 | NA | NA | NA | nesiritide | NA | Free Form Intake |
2752 | 1857 | 222037 | 223 | NA | 1 | NA | NA | NA | nesiritide | NA | Medications |
147 | 1124 | 1857 | 1 | 223 | 1 | 1 | NA | NA | NESIRITIDE | NA | NA |
1517 | 1124 | 41611 | 1 | NA | 1 | NA | NA | NA | NESIRITIDE | NA | Free Form Intake |
2754 | 1124 | 222037 | 1 | NA | 1 | NA | NA | NA | NESIRITIDE | NA | Medications |
595 | 4262 | 4902 | 11 | 7 | 8 | 5 | NA | NA | Neuro consult | NA | NA |
2826 | 465 | 223921 | 146837 | NA | 3555 | NA | NA | NA | Neuro Symptoms | NA | Neurological |
1776 | 7614 | 42837 | 1 | NA | 1 | NA | NA | NA | ngt residual | NA | NA |
1933 | 7614 | 43892 | 1 | NA | 1 | NA | NA | NA | ngt residual | NA | NA |
2103 | 7614 | 44475 | 1 | NA | 1 | NA | NA | NA | ngt residual | NA | NA |
1325 | 3186 | 30178 | 53 | NA | 2 | NA | NA | NA | nicardipine | NA | NA |
2757 | 3186 | 222042 | 53 | NA | 2 | NA | NA | NA | nicardipine | NA | Medications |
408 | 2052 | 3186 | 424 | 53 | 3 | 2 | NA | NA | Nicardipine | NA | NA |
1326 | 2052 | 30178 | 424 | NA | 3 | NA | NA | NA | Nicardipine | NA | NA |
2755 | 2052 | 222042 | 424 | NA | 3 | NA | NA | NA | Nicardipine | NA | Medications |
1811 | 3070 | 42967 | 149 | NA | 1 | NA | NA | NA | Nicardipine (mg/h) | NA | Free Form Intake |
425 | 2070 | 3240 | 14 | 37 | 1 | 1 | NA | NA | nicardipine gtt | NA | NA |
1547 | 2070 | 41823 | 14 | NA | 1 | NA | NA | NA | nicardipine gtt | NA | Free Form Intake |
1827 | 2070 | 43086 | 14 | NA | 1 | NA | NA | NA | nicardipine gtt | NA | Free Form Intake |
1546 | 3240 | 41823 | 37 | NA | 1 | NA | NA | NA | Nicardipine gtt | NA | Free Form Intake |
1828 | 3240 | 43086 | 37 | NA | 1 | NA | NA | NA | Nicardipine gtt | NA | Free Form Intake |
1825 | 1714 | 43037 | 59 | NA | 1 | NA | NA | NA | Nicardipine HCl | NA | Free Form Intake |
1458 | 2101 | 41189 | 81 | NA | 2 | NA | NA | NA | nicardipine mg/hr | NA | Free Form Intake |
213 | 1715 | 2101 | 41 | 81 | 1 | 2 | NA | NA | Nicardipine mg/hr | NA | NA |
1459 | 1715 | 41189 | 41 | NA | 1 | NA | NA | NA | Nicardipine mg/hr | NA | Free Form Intake |
188 | 1324 | 2022 | 15 | 32 | 5 | 12 | NA | NA | nif | NA | NA |
1567 | 2670 | 41916 | 38 | NA | 1 | NA | NA | NA | nimbex | NA | Free Form Intake |
1702 | 2670 | 42590 | 38 | NA | 1 | NA | NA | NA | nimbex | NA | Free Form Intake |
1579 | 2285 | 42045 | 85 | NA | 1 | NA | NA | NA | nimbex mcg/kg/min | NA | Free Form Intake |
278 | 2164 | 2548 | 243 | 103 | 3 | 1 | NA | NA | NIMBEX MG/KG/HR | NA | NA |
1951 | 3540 | 43973 | 12319 | NA | 220 | NA | NA | NA | Nipple Type | NA | Free Form Intake |
1953 | 3540 | 43974 | 12319 | NA | 220 | NA | NA | NA | Nipple Type | NA | Free Form Intake |
2956 | 5952 | 224749 | 131 | 431 | 5 | 4 | NA | 39 | nitric oxide | NA | Respiratory |
308 | 2131 | 2717 | 121 | 17 | 4 | 3 | NA | NA | Nitric oxide | NA | NA |
798 | 2131 | 5952 | 121 | 131 | 4 | 5 | NA | NA | Nitric oxide | NA | NA |
2953 | 2131 | 224749 | 121 | 431 | 4 | 4 | NA | 39 | Nitric oxide | NA | Respiratory |
234 | 2056 | 2131 | 117 | 121 | 6 | 4 | NA | NA | Nitric Oxide | NA | NA |
307 | 2056 | 2717 | 117 | 17 | 6 | 3 | NA | NA | Nitric Oxide | NA | NA |
799 | 2056 | 5952 | 117 | 131 | 6 | 5 | NA | NA | Nitric Oxide | NA | NA |
2955 | 2056 | 224749 | 117 | 431 | 6 | 4 | NA | 39 | Nitric Oxide | NA | Respiratory |
800 | 2717 | 5952 | 17 | 131 | 3 | 5 | NA | NA | NITRIC OXIDE | NA | NA |
2954 | 2717 | 224749 | 17 | 431 | 3 | 4 | NA | 39 | NITRIC OXIDE | NA | Respiratory |
962 | 2078 | 6438 | 19 | 13 | 1 | 2 | NA | NA | Nitric Oxide ppm | NA | NA |
1048 | 2078 | 6794 | 19 | 4 | 1 | 1 | NA | NA | Nitric Oxide ppm | NA | NA |
1062 | 2078 | 6916 | 19 | 46 | 1 | 2 | NA | NA | Nitric Oxide ppm | NA | NA |
1047 | 6438 | 6794 | 13 | 4 | 2 | 1 | NA | NA | Nitric Oxide PPM | NA | NA |
1063 | 6438 | 6916 | 13 | 46 | 2 | 2 | NA | NA | Nitric Oxide PPM | NA | NA |
1064 | 6794 | 6916 | 4 | 46 | 1 | 2 | NA | NA | NITRIC OXIDE PPM | NA | NA |
912 | 2057 | 6283 | 10 | 3 | 1 | 1 | NA | NA | nitric tank pressure | NA | NA |
917 | 2057 | 6291 | 10 | 3 | 1 | 1 | NA | NA | nitric tank pressure | NA | NA |
963 | 2057 | 6439 | 10 | 12 | 1 | 2 | NA | NA | nitric tank pressure | NA | NA |
916 | 6283 | 6291 | 3 | 3 | 1 | 1 | NA | NA | Nitric Tank Pressure | NA | NA |
964 | 6283 | 6439 | 3 | 12 | 1 | 2 | NA | NA | Nitric Tank Pressure | NA | NA |
965 | 6291 | 6439 | 3 | 12 | 1 | 2 | NA | NA | NITRIC TANK PRESSURE | NA | NA |
1211 | 2079 | 8173 | 39 | 4 | 2 | 1 | NA | NA | Nitric tank psi | NA | NA |
2797 | 457 | 223801 | 9462 | NA | 390 | NA | NA | NA | NMB Medication | NA | Pain/Sedation |
298 | 2504 | 2665 | 61 | 80 | 2 | 2 | NA | NA | no | NA | NA |
797 | 2062 | 5950 | 49 | 123 | 3 | 5 | NA | NA | NO ppm | NA | NA |
233 | 2063 | 2130 | 40 | 2 | 2 | 1 | NA | NA | NO tank psi | NA | NA |
1235 | 2063 | 8310 | 40 | 6 | 2 | 1 | NA | NA | NO tank psi | NA | NA |
1236 | 2130 | 8310 | 2 | 6 | 1 | 1 | NA | NA | NO tank PSI | NA | NA |
909 | 2505 | 6267 | 12 | 51 | 1 | 6 | NA | NA | no2 | NA | NA |
1982 | 4647 | 44053 | 8 | NA | 3 | NA | NA | NA | normal saline bolus | NA | Free Form Intake |
2086 | 4647 | 44440 | 8 | NA | 3 | NA | NA | NA | normal saline bolus | NA | Free Form Intake |
1392 | 5321 | 40850 | 8 | NA | 3 | NA | NA | NA | ns bolus | NA | Free Form Intake |
1404 | 5321 | 40865 | 8 | NA | 3 | NA | NA | NA | ns bolus | NA | Free Form Intake |
1490 | 5321 | 41490 | 8 | NA | 3 | NA | NA | NA | ns bolus | NA | Free Form Intake |
1689 | 5321 | 42548 | 8 | NA | 3 | NA | NA | NA | ns bolus | NA | Free Form Intake |
648 | 4970 | 5199 | 7 | 4 | 6 | 3 | NA | NA | NS bolus | NA | NA |
663 | 4970 | 5321 | 7 | 8 | 6 | 3 | NA | NA | NS bolus | NA | NA |
1393 | 4970 | 40850 | 7 | NA | 6 | NA | NA | NA | NS bolus | NA | Free Form Intake |
1402 | 4970 | 40865 | 7 | NA | 6 | NA | NA | NA | NS bolus | NA | Free Form Intake |
1492 | 4970 | 41490 | 7 | NA | 6 | NA | NA | NA | NS bolus | NA | Free Form Intake |
1687 | 4970 | 42548 | 7 | NA | 6 | NA | NA | NA | NS bolus | NA | Free Form Intake |
662 | 5199 | 5321 | 4 | 8 | 3 | 3 | NA | NA | NS Bolus | NA | NA |
1394 | 5199 | 40850 | 4 | NA | 3 | NA | NA | NA | NS Bolus | NA | Free Form Intake |
1401 | 5199 | 40865 | 4 | NA | 3 | NA | NA | NA | NS Bolus | NA | Free Form Intake |
1493 | 5199 | 41490 | 4 | NA | 3 | NA | NA | NA | NS Bolus | NA | Free Form Intake |
1686 | 5199 | 42548 | 4 | NA | 3 | NA | NA | NA | NS Bolus | NA | Free Form Intake |
698 | 4813 | 5606 | 15 | 3 | 13 | 3 | NA | NA | nutrition labs | NA | NA |
559 | 4539 | 4744 | 717 | 13 | 38 | 2 | NA | NA | Nystatin | NA | NA |
572 | 4539 | 4795 | 717 | 216 | 38 | 13 | NA | NA | Nystatin | NA | NA |
573 | 4744 | 4795 | 13 | 216 | 2 | 13 | NA | NA | NYSTATIN | NA | NA |
607 | 4793 | 4947 | 128 | 194 | 12 | 15 | NA | NA | nystatin cream | NA | NA |
571 | 4390 | 4793 | 110 | 128 | 9 | 12 | NA | NA | Nystatin Cream | NA | NA |
608 | 4390 | 4947 | 110 | 194 | 9 | 15 | NA | NA | Nystatin Cream | NA | NA |
671 | 4797 | 5450 | 114 | 29 | 6 | 3 | NA | NA | Nystatin Oint | NA | NA |
1185 | 4936 | 7890 | 44 | 23 | 2 | 3 | NA | NA | Nystatin Oint. | NA | NA |
528 | 4548 | 4625 | 194 | 584 | 14 | 40 | NA | NA | nystatin ointment | NA | NA |
584 | 4548 | 4844 | 194 | 232 | 14 | 18 | NA | NA | nystatin ointment | NA | NA |
863 | 4548 | 6118 | 194 | 6 | 14 | 1 | NA | NA | nystatin ointment | NA | NA |
583 | 4625 | 4844 | 584 | 232 | 40 | 18 | NA | NA | Nystatin ointment | NA | NA |
865 | 4625 | 6118 | 584 | 6 | 40 | 1 | NA | NA | Nystatin ointment | NA | NA |
864 | 4844 | 6118 | 232 | 6 | 18 | 1 | NA | NA | Nystatin Ointment | NA | NA |
676 | 4564 | 5486 | 204 | 18 | 13 | 1 | NA | NA | Nystatin oral | NA | NA |
1126 | 4234 | 7380 | 26 | 10 | 2 | 1 | NA | NA | nystatin oral suspen | NA | NA |
679 | 4677 | 5487 | 125 | 11 | 12 | 1 | NA | NA | nystatin powder | NA | NA |
526 | 4389 | 4619 | 213 | 139 | 20 | 12 | NA | NA | Nystatin powder | NA | NA |
540 | 4389 | 4677 | 213 | 125 | 20 | 12 | NA | NA | Nystatin powder | NA | NA |
678 | 4389 | 5487 | 213 | 11 | 20 | 1 | NA | NA | Nystatin powder | NA | NA |
541 | 4619 | 4677 | 139 | 125 | 12 | 12 | NA | NA | Nystatin Powder | NA | NA |
677 | 4619 | 5487 | 139 | 11 | 12 | 1 | NA | NA | Nystatin Powder | NA | NA |
1410 | 7033 | 40889 | 130 | NA | 4 | NA | NA | NA | octreotide | NA | Free Form Intake |
1503 | 7033 | 41531 | 130 | NA | 4 | NA | NA | NA | octreotide | NA | Free Form Intake |
2026 | 7033 | 44223 | 130 | NA | 4 | NA | NA | NA | octreotide | NA | Free Form Intake |
2968 | 7033 | 225155 | 130 | NA | 4 | NA | NA | NA | octreotide | NA | Medications |
1080 | 2095 | 7033 | 126 | 130 | 4 | 4 | NA | NA | Octreotide | NA | NA |
1411 | 2095 | 40889 | 126 | NA | 4 | NA | NA | NA | Octreotide | NA | Free Form Intake |
1505 | 2095 | 41531 | 126 | NA | 4 | NA | NA | NA | Octreotide | NA | Free Form Intake |
2025 | 2095 | 44223 | 126 | NA | 4 | NA | NA | NA | Octreotide | NA | Free Form Intake |
2967 | 2095 | 225155 | 126 | NA | 4 | NA | NA | NA | Octreotide | NA | Medications |
2153 | 6423 | 44653 | 6 | NA | 2 | NA | NA | NA | Octreotide mcg/hr | NA | Free Form Intake |
1161 | 7252 | 7745 | 71 | 191 | 2 | 5 | NA | NA | omeprazole | NA | NA |
161 | 1490 | 1903 | 1 | 19 | 1 | 2 | NA | NA | oob to chair | NA | NA |
668 | 5205 | 5384 | 28 | 99 | 1 | 2 | NA | NA | op site | NA | NA |
3140 | 477 | 226168 | 457046 | NA | 17436 | NA | NA | NA | Oral Care | NA | Treatments |
2844 | 478 | 223999 | 776172 | NA | 22373 | NA | NA | NA | Oral Cavity | NA | GI/GU |
1021 | 5281 | 6681 | 81 | 38 | 4 | 2 | NA | NA | oral nystatin | NA | NA |
660 | 4900 | 5281 | 58 | 81 | 3 | 4 | NA | NA | Oral Nystatin | NA | NA |
1022 | 4900 | 6681 | 58 | 38 | 3 | 2 | NA | NA | Oral Nystatin | NA | NA |
2815 | 479 | 223898 | 920279 | NA | 22382 | NA | NA | NA | Orientation | NA | Neurological |
2783 | 485 | 223764 | 314 | 160 | 214 | 25 | NA | 115 | Orthostatic HR lying | NA | Routine Vital Signs |
2442 | 5864 | 46071 | 218 | NA | 2 | NA | NA | NA | ostomy | NA | NA |
2958 | 5864 | 224796 | 218 | NA | 2 | NA | NA | NA | ostomy | NA | GI/GU |
1118 | 7114 | 7328 | 651 | 14 | 2 | 1 | NA | NA | Ostomy bag | NA | NA |
2991 | 486 | 225191 | 1556 | 161 | 188 | 20 | NA | 72 | Ostomy Care | NA | Treatments |
1664 | 7375 | 42471 | 18 | NA | 1 | NA | NA | NA | other | NA | NA |
1777 | 7375 | 42839 | 18 | NA | 1 | NA | NA | NA | other | NA | NA |
2671 | 7362 | 90016 | 14 | NA | 2 | NA | NA | NA | oxacillin | NA | ANTIBACTERIUM |
3110 | 7362 | 225889 | 14 | NA | 2 | NA | NA | NA | oxacillin | NA | Antibiotics |
1123 | 3554 | 7362 | 1834 | 14 | 137 | 2 | NA | NA | Oxacillin | NA | NA |
2672 | 3554 | 90016 | 1834 | NA | 137 | NA | NA | NA | Oxacillin | NA | ANTIBACTERIUM |
3109 | 3554 | 225889 | 1834 | NA | 137 | NA | NA | NA | Oxacillin | NA | Antibiotics |
822 | 5696 | 6011 | 2 | 2 | 1 | 1 | NA | NA | p Hi | NA | NA |
936 | 5696 | 6366 | 2 | 19 | 1 | 2 | NA | NA | p Hi | NA | NA |
982 | 5696 | 6480 | 2 | 1 | 1 | 1 | NA | NA | p Hi | NA | NA |
937 | 6011 | 6366 | 2 | 19 | 1 | 2 | NA | NA | P Hi | NA | NA |
980 | 6011 | 6480 | 2 | 1 | 1 | 1 | NA | NA | P Hi | NA | NA |
981 | 6366 | 6480 | 19 | 1 | 2 | 1 | NA | NA | P HI | NA | NA |
373 | 3028 | 3036 | 1 | 118 | 1 | 6 | NA | NA | p high | NA | NA |
104 | 1582 | 1689 | 59 | 162 | 6 | 7 | NA | NA | P high | NA | NA |
364 | 1582 | 3028 | 59 | 1 | 6 | 1 | NA | NA | P high | NA | NA |
374 | 1582 | 3036 | 59 | 118 | 6 | 6 | NA | NA | P high | NA | NA |
363 | 1689 | 3028 | 162 | 1 | 7 | 1 | NA | NA | P High | NA | NA |
375 | 1689 | 3036 | 162 | 118 | 7 | 6 | NA | NA | P High | NA | NA |
931 | 3195 | 6342 | 3 | 9 | 1 | 1 | NA | NA | P insp | NA | NA |
938 | 1583 | 6367 | 5 | 18 | 1 | 1 | NA | NA | P lo | NA | NA |
967 | 1583 | 6448 | 5 | 1 | 1 | 1 | NA | NA | P lo | NA | NA |
983 | 1583 | 6481 | 5 | 1 | 1 | 1 | NA | NA | P lo | NA | NA |
985 | 6448 | 6481 | 1 | 1 | 1 | 1 | NA | NA | P Lo | NA | NA |
966 | 6367 | 6448 | 18 | 1 | 1 | 1 | NA | NA | P LO | NA | NA |
984 | 6367 | 6481 | 18 | 1 | 1 | 1 | NA | NA | P LO | NA | NA |
413 | 3029 | 3209 | 8 | 116 | 2 | 7 | NA | NA | p low | NA | NA |
342 | 1690 | 2935 | 54 | 162 | 7 | 7 | NA | NA | P low | NA | NA |
365 | 1690 | 3029 | 54 | 8 | 7 | 2 | NA | NA | P low | NA | NA |
414 | 1690 | 3209 | 54 | 116 | 7 | 7 | NA | NA | P low | NA | NA |
366 | 2935 | 3029 | 162 | 8 | 7 | 2 | NA | NA | P Low | NA | NA |
415 | 2935 | 3209 | 162 | 116 | 7 | 7 | NA | NA | P Low | NA | NA |
1091 | 6099 | 7161 | 14 | 175 | 3 | 7 | NA | NA | P-HI | NA | NA |
976 | 5582 | 6465 | 20 | 1 | 2 | 1 | NA | NA | p-high | NA | NA |
999 | 5582 | 6520 | 20 | 20 | 2 | 2 | NA | NA | p-high | NA | NA |
1000 | 6465 | 6520 | 1 | 20 | 1 | 2 | NA | NA | P-High | NA | NA |
853 | 6010 | 6100 | 173 | 15 | 8 | 3 | NA | NA | P-Lo | NA | NA |
1001 | 6466 | 6521 | 1 | 20 | 1 | 2 | NA | NA | P-Low | NA | NA |
2788 | 1704 | 223773 | 225758 | 23690 | 3384 | 117 | NA | 2050 | PA line cm Mark | NA | Hemodynamics |
2831 | 517 | 223957 | 74351 | NA | 4432 | NA | NA | NA | Pacer Rate | NA | Cardiovascular (Pulses) |
28 | 1134 | 1135 | 7 | NA | 2 | NA | NA | NA | pad change | NA | NA |
1376 | 1134 | 40744 | 7 | NA | 2 | NA | NA | NA | pad change | NA | NA |
2129 | 1134 | 44583 | 7 | NA | 2 | NA | NA | NA | pad change | NA | NA |
2792 | 522 | 223784 | 147906 | NA | 15568 | NA | NA | NA | Pain Cause | NA | Pain/Sedation |
2793 | 1044 | 223791 | 143010 | NA | 15059 | NA | NA | NA | Pain Level | NA | Pain/Sedation |
2791 | 525 | 223783 | 559257 | NA | 21263 | NA | NA | NA | Pain Location | NA | Pain/Sedation |
2789 | 1046 | 223781 | 806030 | NA | 21685 | NA | NA | NA | Pain Present | NA | Pain/Sedation |
2790 | 527 | 223782 | 256778 | NA | 18432 | NA | NA | NA | Pain Type | NA | Pain/Sedation |
314 | 1898 | 2778 | 200 | 209 | 9 | 6 | NA | NA | pantoprazole | NA | NA |
1125 | 1898 | 7372 | 200 | 11 | 9 | 1 | NA | NA | pantoprazole | NA | NA |
1353 | 1898 | 40550 | 200 | NA | 9 | NA | NA | NA | pantoprazole | NA | Free Form Intake |
1368 | 1898 | 40700 | 200 | NA | 9 | NA | NA | NA | pantoprazole | NA | Free Form Intake |
1514 | 1898 | 41583 | 200 | NA | 9 | NA | NA | NA | pantoprazole | NA | Free Form Intake |
1124 | 2778 | 7372 | 209 | 11 | 6 | 1 | NA | NA | Pantoprazole | NA | NA |
1354 | 2778 | 40550 | 209 | NA | 6 | NA | NA | NA | Pantoprazole | NA | Free Form Intake |
1370 | 2778 | 40700 | 209 | NA | 6 | NA | NA | NA | Pantoprazole | NA | Free Form Intake |
1511 | 2778 | 41583 | 209 | NA | 6 | NA | NA | NA | Pantoprazole | NA | Free Form Intake |
1355 | 7372 | 40550 | 11 | NA | 1 | NA | NA | NA | PANTOPRAZOLE | NA | Free Form Intake |
1369 | 7372 | 40700 | 11 | NA | 1 | NA | NA | NA | PANTOPRAZOLE | NA | Free Form Intake |
1512 | 7372 | 41583 | 11 | NA | 1 | NA | NA | NA | PANTOPRAZOLE | NA | Free Form Intake |
2552 | 1226 | 46565 | 148 | NA | 6 | NA | NA | NA | Pantoprazole mg/hr | NA | Free Form Intake |
2891 | 1623 | 224168 | 513562 | 507114 | 16499 | 2048 | NA | 15614 | Parameters Checked | NA | Alarms |
2800 | 1432 | 223810 | 17992 | NA | 1048 | NA | NA | NA | Paroxysmal Sweats | NA | Toxicology |
164 | 1219 | 1907 | 3 | 3 | 1 | 1 | NA | NA | PASat | NA | NA |
24 | 1115 | 1117 | 179 | 30 | 22 | 5 | NA | NA | passey muir valve | NA | NA |
119 | 1115 | 1739 | 179 | 37 | 22 | 1 | NA | NA | passey muir valve | NA | NA |
123 | 1115 | 1745 | 179 | 8 | 22 | 2 | NA | NA | passey muir valve | NA | NA |
125 | 1739 | 1745 | 37 | 8 | 1 | 2 | NA | NA | Passey Muir Valve | NA | NA |
120 | 1117 | 1739 | 30 | 37 | 5 | 1 | NA | NA | PASSEY MUIR VALVE | NA | NA |
124 | 1117 | 1745 | 30 | 8 | 5 | 2 | NA | NA | PASSEY MUIR VALVE | NA | NA |
7 | 972 | 1015 | 411 | 319 | 35 | 26 | NA | NA | passy muir valve | NA | NA |
1174 | 972 | 7831 | 411 | 114 | 35 | 1 | NA | NA | passy muir valve | NA | NA |
1175 | 1015 | 7831 | 319 | 114 | 26 | 1 | NA | NA | PASSY MUIR VALVE | NA | NA |
258 | 1051 | 2316 | 92 | 9 | 5 | 3 | NA | NA | passy-muir valve | NA | NA |
268 | 1051 | 2451 | 92 | 64 | 5 | 6 | NA | NA | passy-muir valve | NA | NA |
291 | 1051 | 2616 | 92 | 46 | 5 | 3 | NA | NA | passy-muir valve | NA | NA |
269 | 2316 | 2451 | 9 | 64 | 3 | 6 | NA | NA | Passy-Muir valve | NA | NA |
293 | 2316 | 2616 | 9 | 46 | 3 | 3 | NA | NA | Passy-Muir valve | NA | NA |
292 | 2451 | 2616 | 64 | 46 | 6 | 3 | NA | NA | Passy-Muir Valve | NA | NA |
891 | 2229 | 6186 | 11 | 1 | 1 | 1 | NA | NA | PAW | NA | NA |
2910 | 495 | 224410 | 4358 | 3517 | 770 | 76 | NA | 553 | PCA Bolus | NA | Pain/Sedation |
2897 | 496 | 224328 | 39013 | 23170 | 1699 | 141 | NA | 1216 | PCA Dose | NA | Pain/Sedation |
2898 | 498 | 224329 | 38953 | 23044 | 1693 | 139 | NA | 1212 | PCA Lockout (Min) | NA | Pain/Sedation |
2896 | 499 | 224327 | 39009 | NA | 1694 | NA | NA | NA | PCA Medication | NA | Pain/Sedation |
2940 | 500 | 224665 | 20044 | 13996 | 1568 | 126 | NA | 1142 | PCA Total Dose | NA | Pain/Sedation |
929 | 3114 | 6336 | 68 | 98 | 3 | 4 | NA | NA | PCV Driving Pressure | NA | NA |
2784 | 504 | 223771 | 26562 | 602 | 3508 | 25 | NA | 155 | PCWP | NA | Hemodynamics |
2951 | 5993 | 224728 | 4 | 122 | 1 | 7 | NA | 30 | Peak exp flow rate | NA | Respiratory |
1089 | 530 | 7135 | 56368 | 1 | 3702 | 1 | NA | NA | Peak Flow | NA | NA |
2947 | 535 | 224695 | 236155 | 454192 | 12769 | 923 | NA | 8215 | Peak Insp. Pressure | NA | Respiratory |
875 | 1818 | 6149 | 1 | 7 | 1 | 2 | NA | NA | PECO2 | NA | NA |
834 | 6049 | 6051 | 22 | 89 | 22 | 84 | NA | NA | pediarix | NA | NA |
2684 | 506 | 220339 | 427536 | 480563 | 13269 | 946 | NA | 8281 | PEEP Set | NA | Respiratory |
141 | 1640 | 1849 | 27 | 18 | 5 | 1 | NA | NA | PEG care | NA | NA |
836 | 1640 | 6055 | 27 | 1 | 5 | 1 | NA | NA | PEG care | NA | NA |
835 | 1849 | 6055 | 18 | 1 | 1 | 1 | NA | NA | PEG Care | NA | NA |
560 | 4715 | 4762 | 23 | 18 | 2 | 2 | NA | NA | penicillin | NA | NA |
2659 | 4715 | 90002 | 23 | NA | 2 | NA | NA | NA | penicillin | NA | ANTIBACTERIUM |
2658 | 4762 | 90002 | 18 | NA | 2 | NA | NA | NA | Penicillin | NA | ANTIBACTERIUM |
2660 | 4497 | 90003 | 18 | NA | 1 | NA | NA | NA | PENICILLIN G | NA | ANTIBACTERIUM |
1184 | 2455 | 7869 | 200 | 90 | 7 | 2 | NA | NA | percussion | NA | NA |
1043 | 1230 | 6783 | 26 | 12 | 1 | 2 | NA | NA | peri care | NA | NA |
32 | 536 | 1230 | 72 | 26 | 3 | 1 | NA | NA | Peri Care | NA | NA |
1044 | 536 | 6783 | 72 | 12 | 3 | 2 | NA | NA | Peri Care | NA | NA |
1446 | 5557 | 41089 | 10 | NA | 2 | NA | NA | NA | peri pad | NA | NA |
957 | 2644 | 6420 | 238 | 12 | 20 | 1 | NA | NA | pericare | NA | NA |
294 | 1467 | 2644 | 32 | 238 | 2 | 20 | NA | NA | Pericare | NA | NA |
958 | 1467 | 6420 | 32 | 12 | 2 | 1 | NA | NA | Pericare | NA | NA |
1136 | 1673 | 7459 | 1845 | 7 | 206 | 1 | NA | NA | PH | NA | NA |
2743 | 5656 | 221749 | 12 | NA | 3 | NA | NA | NA | phenylephrine | NA | Medications |
1028 | 6395 | 6690 | 57 | 34 | 6 | 5 | NA | NA | Phenylephrine gtts | NA | NA |
196 | 1666 | 2039 | 36 | 27 | 8 | 3 | NA | NA | phigh | NA | NA |
969 | 1666 | 6451 | 36 | 146 | 8 | 15 | NA | NA | phigh | NA | NA |
1019 | 1666 | 6656 | 36 | 10 | 8 | 3 | NA | NA | phigh | NA | NA |
1017 | 6451 | 6656 | 146 | 10 | 15 | 3 | NA | NA | Phigh | NA | NA |
968 | 2039 | 6451 | 27 | 146 | 3 | 15 | NA | NA | PHIGH | NA | NA |
1018 | 2039 | 6656 | 27 | 10 | 3 | 3 | NA | NA | PHIGH | NA | NA |
674 | 5442 | 5468 | 2 | 2 | 2 | 2 | NA | NA | pic line placement | NA | NA |
796 | 5442 | 5946 | 2 | 1 | 2 | 1 | NA | NA | pic line placement | NA | NA |
795 | 5468 | 5946 | 2 | 1 | 2 | 1 | NA | NA | PIC line placement | NA | NA |
461 | 1416 | 4263 | 5 | 4 | 1 | 4 | NA | NA | picc | NA | NA |
1438 | 2514 | 41028 | 41 | NA | 1 | NA | NA | NA | pigtail flush | NA | Free Form Intake |
2052 | 2514 | 44289 | 41 | NA | 1 | NA | NA | NA | pigtail flush | NA | Free Form Intake |
2059 | 2514 | 44311 | 41 | NA | 1 | NA | NA | NA | pigtail flush | NA | Free Form Intake |
2990 | 3202 | 225190 | 18 | 392 | 3 | 9 | NA | 65 | pin care | NA | Treatments |
412 | 542 | 3202 | 1878 | 18 | 147 | 3 | NA | NA | Pin Care | NA | NA |
2989 | 542 | 225190 | 1878 | 392 | 147 | 9 | NA | 65 | Pin Care | NA | Treatments |
747 | 5625 | 5756 | 166 | 62 | 9 | 9 | NA | NA | Pinps | NA | NA |
950 | 2107 | 6384 | 41 | 133 | 4 | 5 | NA | NA | pinsp | NA | NA |
217 | 2072 | 2107 | 237 | 41 | 19 | 4 | NA | NA | Pinsp | NA | NA |
949 | 2072 | 6384 | 237 | 133 | 19 | 5 | NA | NA | Pinsp | NA | NA |
1137 | 1674 | 7460 | 41 | 7 | 3 | 1 | NA | NA | PL | NA | NA |
2948 | 543 | 224696 | 175482 | 75376 | 12314 | 748 | NA | 7035 | Plateau Pressure | NA | Respiratory |
3190 | 6256 | 227457 | 7 | 137454 | 2 | 3879 | NA | 15379 | Platelet Count | NA | Labs |
197 | 1667 | 2040 | 81 | 6 | 11 | 2 | NA | NA | plow | NA | NA |
971 | 1667 | 6453 | 81 | 128 | 11 | 16 | NA | NA | plow | NA | NA |
1098 | 1667 | 7225 | 81 | 9 | 11 | 2 | NA | NA | plow | NA | NA |
1097 | 6453 | 7225 | 128 | 9 | 16 | 2 | NA | NA | Plow | NA | NA |
970 | 2040 | 6453 | 6 | 128 | 2 | 16 | NA | NA | PLOW | NA | NA |
1099 | 2040 | 7225 | 6 | 9 | 2 | 2 | NA | NA | PLOW | NA | NA |
1015 | 1632 | 6645 | 549 | 44 | 58 | 5 | NA | NA | PMV | NA | NA |
1153 | 1094 | 7589 | 222 | 15 | 2 | 1 | NA | NA | PODUS BOOT | NA | NA |
534 | 4250 | 4643 | 32 | 30 | 3 | 2 | NA | NA | Poly Vi Sol | NA | NA |
564 | 4604 | 4773 | 19 | 13 | 2 | 2 | NA | NA | poly-vi-sol | NA | NA |
521 | 4406 | 4604 | 47 | 19 | 6 | 2 | NA | NA | Poly-vi-sol | NA | NA |
565 | 4406 | 4773 | 47 | 13 | 6 | 2 | NA | NA | Poly-vi-sol | NA | NA |
466 | 4241 | 4281 | 200 | 125 | 32 | 25 | NA | NA | polyvisol | NA | NA |
2884 | 1844 | 224093 | 30 | NA | 2 | NA | NA | NA | position | NA | Treatments |
139 | 547 | 1844 | 854737 | 30 | 21850 | 2 | NA | NA | Position | NA | NA |
2885 | 547 | 224093 | 854737 | NA | 21850 | NA | NA | NA | Position | NA | Treatments |
2865 | 548 | 224066 | 427556 | NA | 14118 | NA | NA | NA | Position Change | NA | Restraint/Support Systems |
3252 | 548 | 227952 | 427556 | NA | 14118 | NA | NA | NA | Position Change | NA | Restraint/Support Systems |
1187 | 7811 | 7910 | 2 | 1 | 1 | 1 | NA | NA | post ductal sat | NA | NA |
1172 | 5410 | 7811 | 5 | 2 | 1 | 1 | NA | NA | Post ductal sat | NA | NA |
1188 | 5410 | 7910 | 5 | 1 | 1 | 1 | NA | NA | Post ductal sat | NA | NA |
1330 | 3578 | 30297 | 11981 | NA | 120 | NA | NA | NA | Potassium Chloride | NA | NA |
2972 | 3578 | 225166 | 11981 | NA | 120 | NA | NA | NA | Potassium Chloride | NA | Medications |
332 | 1821 | 2856 | 28 | 1 | 3 | 1 | NA | NA | potassium phosphate | NA | NA |
483 | 1821 | 4381 | 28 | 26 | 3 | 3 | NA | NA | potassium phosphate | NA | NA |
643 | 1821 | 5167 | 28 | 23 | 3 | 1 | NA | NA | potassium phosphate | NA | NA |
1274 | 1821 | 30029 | 28 | NA | 3 | NA | NA | NA | potassium phosphate | NA | NA |
3125 | 1821 | 225925 | 28 | NA | 3 | NA | NA | NA | potassium phosphate | NA | Nutrition - Supplements |
1273 | 5167 | 30029 | 23 | NA | 1 | NA | NA | NA | potassium Phosphate | NA | NA |
3126 | 5167 | 225925 | 23 | NA | 1 | NA | NA | NA | potassium Phosphate | NA | Nutrition - Supplements |
482 | 2856 | 4381 | 1 | 26 | 1 | 3 | NA | NA | Potassium phosphate | NA | NA |
642 | 2856 | 5167 | 1 | 23 | 1 | 1 | NA | NA | Potassium phosphate | NA | NA |
1275 | 2856 | 30029 | 1 | NA | 1 | NA | NA | NA | Potassium phosphate | NA | NA |
3128 | 2856 | 225925 | 1 | NA | 1 | NA | NA | NA | Potassium phosphate | NA | Nutrition - Supplements |
644 | 4381 | 5167 | 26 | 23 | 3 | 1 | NA | NA | Potassium Phosphate | NA | NA |
1276 | 4381 | 30029 | 26 | NA | 3 | NA | NA | NA | Potassium Phosphate | NA | NA |
3124 | 4381 | 225925 | 26 | NA | 3 | NA | NA | NA | Potassium Phosphate | NA | Nutrition - Supplements |
1296 | 6687 | 30099 | 1 | NA | 1 | NA | NA | NA | PPN | NA | NA |
1150 | 7550 | 7581 | 19 | 4 | 3 | 1 | NA | NA | PR | NA | NA |
954 | 2792 | 6409 | 17 | 31 | 4 | 4 | NA | NA | pr interval | NA | NA |
744 | 5649 | 5751 | 1 | 2 | 1 | 1 | NA | NA | PRBCS | NA | NA |
1189 | 4576 | 7911 | 39 | 1 | 2 | 1 | NA | NA | pre ductal sat | NA | NA |
245 | 2195 | 2196 | 17 | 119 | 1 | 3 | NA | NA | precedex | NA | NA |
247 | 2195 | 2201 | 17 | 145 | 1 | 4 | NA | NA | precedex | NA | NA |
1317 | 2195 | 30167 | 17 | NA | 1 | NA | NA | NA | precedex | NA | NA |
1315 | 2201 | 30167 | 145 | NA | 4 | NA | NA | NA | Precedex | NA | NA |
246 | 2196 | 2201 | 119 | 145 | 3 | 4 | NA | NA | PRECEDEX | NA | NA |
1316 | 2196 | 30167 | 119 | NA | 3 | NA | NA | NA | PRECEDEX | NA | NA |
1583 | 2296 | 42062 | 8 | NA | 1 | NA | NA | NA | Precedex (mcg/kg/hr) | NA | Free Form Intake |
276 | 2188 | 2547 | 27 | 33 | 1 | 1 | NA | NA | precedex mcg/kg/hr | NA | NA |
1653 | 2188 | 42407 | 27 | NA | 1 | NA | NA | NA | precedex mcg/kg/hr | NA | Free Form Intake |
1654 | 2547 | 42407 | 33 | NA | 1 | NA | NA | NA | Precedex mcg/kg/hr | NA | Free Form Intake |
243 | 2166 | 2188 | 123 | 27 | 2 | 1 | NA | NA | PRECEDEX MCG/KG/HR | NA | NA |
277 | 2166 | 2547 | 123 | 33 | 2 | 1 | NA | NA | PRECEDEX MCG/KG/HR | NA | NA |
1655 | 2166 | 42407 | 123 | NA | 2 | NA | NA | NA | PRECEDEX MCG/KG/HR | NA | Free Form Intake |
615 | 4929 | 5003 | 123 | 41 | 5 | 1 | NA | NA | Prednisolone | NA | NA |
1232 | 6556 | 8279 | 61 | 65 | 7 | 1 | NA | NA | Prednisolone drops | NA | NA |
1234 | 6396 | 8309 | 78 | 23 | 6 | 2 | NA | NA | Prednisolone gtts | NA | NA |
930 | 578 | 6339 | 295302 | 1 | 12635 | 1 | NA | NA | Pressure Support | NA | NA |
1119 | 578 | 7332 | 295302 | 12 | 12635 | 1 | NA | NA | Pressure Support | NA | NA |
1120 | 6339 | 7332 | 1 | 12 | 1 | 1 | NA | NA | PRESSURE SUPPORT | NA | NA |
582 | 4810 | 4823 | 362 | 44 | 18 | 2 | NA | NA | Prilosec | NA | NA |
2118 | 6846 | 44529 | 10 | NA | 1 | NA | NA | NA | Primo study cc/hr | NA | Free Form Intake |
181 | 1991 | 1999 | 105 | 18 | 2 | 1 | NA | NA | pronator drift | NA | NA |
3344 | 1991 | 228401 | 105 | NA | 2 | NA | NA | NA | pronator drift | NA | Neurological |
3345 | 1999 | 228401 | 18 | NA | 1 | NA | NA | NA | Pronator Drift | NA | Neurological |
1306 | 6238 | 30131 | 1 | NA | 1 | NA | NA | NA | propofol | NA | NA |
2763 | 6238 | 222168 | 1 | NA | 1 | NA | NA | NA | propofol | NA | Medications |
661 | 5162 | 5292 | 15 | 43 | 1 | 2 | NA | NA | PROPRANOLOL | NA | NA |
1339 | 1036 | 40402 | 4 | NA | 1 | NA | NA | NA | protonics | NA | Free Form Intake |
19 | 1054 | 1101 | 716 | 318 | 23 | 14 | NA | NA | protonix | NA | NA |
40 | 1054 | 1336 | 716 | 1146 | 23 | 32 | NA | NA | protonix | NA | NA |
1350 | 1054 | 40549 | 716 | NA | 23 | NA | NA | NA | protonix | NA | Free Form Intake |
1450 | 1054 | 41101 | 716 | NA | 23 | NA | NA | NA | protonix | NA | Free Form Intake |
1965 | 1054 | 44008 | 716 | NA | 23 | NA | NA | NA | protonix | NA | Free Form Intake |
1352 | 1336 | 40549 | 1146 | NA | 32 | NA | NA | NA | Protonix | NA | Free Form Intake |
1452 | 1336 | 41101 | 1146 | NA | 32 | NA | NA | NA | Protonix | NA | Free Form Intake |
1962 | 1336 | 44008 | 1146 | NA | 32 | NA | NA | NA | Protonix | NA | Free Form Intake |
39 | 1101 | 1336 | 318 | 1146 | 14 | 32 | NA | NA | PROTONIX | NA | NA |
1351 | 1101 | 40549 | 318 | NA | 14 | NA | NA | NA | PROTONIX | NA | Free Form Intake |
1451 | 1101 | 41101 | 318 | NA | 14 | NA | NA | NA | PROTONIX | NA | Free Form Intake |
1964 | 1101 | 44008 | 318 | NA | 14 | NA | NA | NA | PROTONIX | NA | Free Form Intake |
2234 | 7389 | 45024 | 34 | NA | 1 | NA | NA | NA | protonix 80mg/250cc | NA | Free Form Intake |
2461 | 7389 | 46212 | 34 | NA | 1 | NA | NA | NA | protonix 80mg/250cc | NA | Free Form Intake |
1622 | 2443 | 42285 | 59 | NA | 1 | NA | NA | NA | PROTONIX DRIP | NA | Free Form Intake |
2002 | 2443 | 44125 | 59 | NA | 1 | NA | NA | NA | PROTONIX DRIP | NA | Free Form Intake |
2258 | 2443 | 45169 | 59 | NA | 1 | NA | NA | NA | PROTONIX DRIP | NA | Free Form Intake |
1382 | 2382 | 40777 | 102 | NA | 3 | NA | NA | NA | Protonix gtt | NA | Free Form Intake |
1609 | 2382 | 42204 | 102 | NA | 3 | NA | NA | NA | Protonix gtt | NA | Free Form Intake |
2181 | 2382 | 44849 | 102 | NA | 3 | NA | NA | NA | Protonix gtt | NA | Free Form Intake |
2376 | 2382 | 45755 | 102 | NA | 3 | NA | NA | NA | Protonix gtt | NA | Free Form Intake |
153 | 1853 | 1876 | 281 | 208 | 9 | 2 | NA | NA | protonix mg/hr | NA | NA |
1389 | 1853 | 40796 | 281 | NA | 9 | NA | NA | NA | protonix mg/hr | NA | NA |
1500 | 1853 | 41525 | 281 | NA | 9 | NA | NA | NA | protonix mg/hr | NA | Free Form Intake |
142 | 1331 | 1853 | 231 | 281 | 6 | 9 | NA | NA | Protonix mg/hr | NA | NA |
152 | 1331 | 1876 | 231 | 208 | 6 | 2 | NA | NA | Protonix mg/hr | NA | NA |
1388 | 1331 | 40796 | 231 | NA | 6 | NA | NA | NA | Protonix mg/hr | NA | NA |
1498 | 1331 | 41525 | 231 | NA | 6 | NA | NA | NA | Protonix mg/hr | NA | Free Form Intake |
1390 | 1876 | 40796 | 208 | NA | 2 | NA | NA | NA | PROTONIX MG/HR | NA | NA |
1497 | 1876 | 41525 | 208 | NA | 2 | NA | NA | NA | PROTONIX MG/HR | NA | Free Form Intake |
602 | 4739 | 4915 | 357 | 35 | 20 | 1 | NA | NA | prune juice | NA | NA |
477 | 4271 | 4362 | 124 | 846 | 7 | 33 | NA | NA | Prune juice | NA | NA |
555 | 4271 | 4739 | 124 | 357 | 7 | 20 | NA | NA | Prune juice | NA | NA |
600 | 4271 | 4915 | 124 | 35 | 7 | 1 | NA | NA | Prune juice | NA | NA |
556 | 4362 | 4739 | 846 | 357 | 33 | 20 | NA | NA | Prune Juice | NA | NA |
601 | 4362 | 4915 | 846 | 35 | 33 | 1 | NA | NA | Prune Juice | NA | NA |
41 | 1332 | 1341 | 2 | 4 | 1 | 1 | NA | NA | pulse | NA | NA |
109 | 1332 | 1725 | 2 | 25 | 1 | 5 | NA | NA | pulse | NA | NA |
108 | 1341 | 1725 | 4 | 25 | 1 | 5 | NA | NA | PULSE | NA | NA |
2900 | 5978 | 224359 | 2 | 967 | 1 | 56 | NA | 376 | qtc | NA | Routine Vital Signs |
809 | 1904 | 5978 | 9 | 2 | 4 | 1 | NA | NA | Qtc | NA | NA |
2899 | 1904 | 224359 | 9 | 967 | 4 | 56 | NA | 376 | Qtc | NA | Routine Vital Signs |
121 | 586 | 1742 | 3047 | 53 | 861 | 11 | NA | NA | QTc | NA | NA |
162 | 586 | 1904 | 3047 | 9 | 861 | 4 | NA | NA | QTc | NA | NA |
811 | 586 | 5978 | 3047 | 2 | 861 | 1 | NA | NA | QTc | NA | NA |
2902 | 586 | 224359 | 3047 | 967 | 861 | 56 | NA | 376 | QTc | NA | Routine Vital Signs |
163 | 1742 | 1904 | 53 | 9 | 11 | 4 | NA | NA | QTC | NA | NA |
810 | 1742 | 5978 | 53 | 2 | 11 | 1 | NA | NA | QTC | NA | NA |
2901 | 1742 | 224359 | 53 | 967 | 11 | 56 | NA | 376 | QTC | NA | Routine Vital Signs |
1467 | 1816 | 41351 | 76 | NA | 1 | NA | NA | NA | QUINIDINE | NA | Free Form Intake |
867 | 5671 | 6124 | 4 | 12 | 1 | 1 | NA | NA | r fem art line | NA | NA |
904 | 5671 | 6260 | 4 | 25 | 1 | 1 | NA | NA | r fem art line | NA | NA |
906 | 6124 | 6260 | 12 | 25 | 1 | 1 | NA | NA | R fem art line | NA | NA |
719 | 2913 | 5671 | 61 | 4 | 3 | 1 | NA | NA | R FEM ART LINE | NA | NA |
868 | 2913 | 6124 | 61 | 12 | 3 | 1 | NA | NA | R FEM ART LINE | NA | NA |
905 | 2913 | 6260 | 61 | 25 | 3 | 1 | NA | NA | R FEM ART LINE | NA | NA |
767 | 2020 | 5799 | 41 | 14 | 2 | 1 | NA | NA | r leg elevated | NA | NA |
3156 | 1744 | 226564 | 1 | NA | 1 | NA | NA | NA | R NEPHROSTOMY | NA | Output |
38 | 1221 | 1322 | 5 | 11 | 1 | 1 | NA | NA | RAD. ALINE | NA | NA |
2867 | 6792 | 224067 | 90 | NA | 1 | NA | NA | NA | range of motion | NA | Restraint/Support Systems |
3257 | 6792 | 227953 | 90 | NA | 1 | NA | NA | NA | range of motion | NA | Restraint/Support Systems |
641 | 1047 | 5159 | 400221 | 37 | 13511 | 1 | NA | NA | Range of Motion | NA | NA |
1046 | 1047 | 6792 | 400221 | 90 | 13511 | 1 | NA | NA | Range of Motion | NA | NA |
2866 | 1047 | 224067 | 400221 | NA | 13511 | NA | NA | NA | Range of Motion | NA | Restraint/Support Systems |
3254 | 1047 | 227953 | 400221 | NA | 13511 | NA | NA | NA | Range of Motion | NA | Restraint/Support Systems |
1045 | 5159 | 6792 | 37 | 90 | 1 | 1 | NA | NA | RANGE OF MOTION | NA | NA |
2868 | 5159 | 224067 | 37 | NA | 1 | NA | NA | NA | RANGE OF MOTION | NA | Restraint/Support Systems |
3256 | 5159 | 227953 | 37 | NA | 1 | NA | NA | NA | RANGE OF MOTION | NA | Restraint/Support Systems |
554 | 4386 | 4738 | 200 | 57 | 4 | 3 | NA | NA | ranitidine | NA | NA |
2764 | 4386 | 222190 | 200 | NA | 4 | NA | NA | NA | ranitidine | NA | Nutrition - Parenteral |
484 | 4272 | 4386 | 515 | 200 | 9 | 4 | NA | NA | Ranitidine | NA | NA |
553 | 4272 | 4738 | 515 | 57 | 9 | 3 | NA | NA | Ranitidine | NA | NA |
2766 | 4272 | 222190 | 515 | NA | 9 | NA | NA | NA | Ranitidine | NA | Nutrition - Parenteral |
2765 | 4738 | 222190 | 57 | NA | 3 | NA | NA | NA | RANITIDINE | NA | Nutrition - Parenteral |
576 | 4769 | 4807 | 48 | 25 | 4 | 1 | NA | NA | rash | NA | NA |
561 | 4342 | 4769 | 78 | 48 | 5 | 4 | NA | NA | Rash | NA | NA |
577 | 4342 | 4807 | 78 | 25 | 5 | 1 | NA | NA | Rash | NA | NA |
3310 | 924 | 228111 | 42452 | NA | 22901 | NA | NA | NA | Readmission | NA | Scores - APACHE IV (2) |
1487 | 2854 | 41433 | 15 | NA | 2 | NA | NA | NA | rectal tube | NA | NA |
1856 | 2854 | 43408 | 15 | NA | 2 | NA | NA | NA | rectal tube | NA | NA |
3167 | 2854 | 226583 | 15 | NA | 2 | NA | NA | NA | rectal tube | NA | Output |
3151 | 926 | 226543 | 50706 | NA | 30762 | NA | NA | NA | Religion | NA | ADT |
887 | 609 | 6184 | 13444 | 1 | 2219 | 1 | NA | NA | Remote Alarm | NA | NA |
2837 | 616 | 223990 | 120931 | NA | 2958 | NA | NA | NA | Respiratory Effort | NA | Pulmonary |
2832 | 617 | 223985 | 964695 | NA | 22389 | NA | NA | NA | Respiratory Pattern | NA | Pulmonary |
2682 | 618 | 220210 | 3395998 | 2737105 | 22445 | 2067 | NA | 15640 | Respiratory Rate | NA | Respiratory |
3250 | 621 | 227950 | 667624 | NA | 19598 | NA | NA | NA | Restraint Location | NA | Restraint/Support Systems |
2864 | 622 | 224063 | 471531 | NA | 13809 | NA | NA | NA | Restraint Type | NA | Restraint/Support Systems |
3258 | 623 | 227959 | 428027 | NA | 13934 | NA | NA | NA | Restraints Evaluated | NA | Restraint/Support Systems |
959 | 1730 | 6427 | 9 | NA | 1 | NA | NA | NA | RIBAVIRIN RX | NA | NA |
1515 | 6610 | 41609 | 17 | NA | 2 | NA | NA | NA | rifampin | NA | Free Form Intake |
2676 | 6610 | 90027 | 17 | NA | 2 | NA | NA | NA | rifampin | NA | ANTIBACTERIUM |
3114 | 6610 | 225898 | 17 | NA | 2 | NA | NA | NA | rifampin | NA | Antibiotics |
2369 | 6599 | 45728 | 214 | NA | 1 | NA | NA | NA | right arm | NA | NA |
614 | 4893 | 5000 | 62 | 141 | 1 | 1 | NA | NA | right hydrocele | NA | NA |
1095 | 2819 | 7179 | 27 | 13 | 1 | 1 | NA | NA | RIGHT LEG DRSG | NA | NA |
2774 | 1337 | 223753 | 1086624 | NA | 19760 | NA | NA | NA | Riker-SAS Scale | NA | Pain/Sedation |
2775 | 1484 | 223754 | 2266018 | NA | 15514 | NA | NA | NA | Risk for Falls | NA | Neurological |
2194 | 8342 | 44877 | 6 | NA | 1 | NA | NA | NA | rituximab | NA | Free Form Intake |
2207 | 8342 | 44918 | 6 | NA | 1 | NA | NA | NA | rituximab | NA | Free Form Intake |
2409 | 8342 | 45876 | 6 | NA | 1 | NA | NA | NA | rituximab | NA | Free Form Intake |
2823 | 590 | 223918 | 364115 | NA | 6930 | NA | NA | NA | RL Strength/Movement | NA | Neurological |
2834 | 593 | 223987 | 786410 | NA | 22366 | NA | NA | NA | RLL Lung Sounds | NA | Pulmonary |
1011 | 1001 | 6621 | 789 | 323 | 11 | 6 | NA | NA | rotation | NA | NA |
1053 | 1001 | 6851 | 789 | 803 | 11 | 12 | NA | NA | rotation | NA | NA |
1052 | 6621 | 6851 | 323 | 803 | 6 | 12 | NA | NA | ROTATION | NA | NA |
1155 | 7488 | 7601 | 48 | 101 | 1 | 1 | NA | NA | Rotation On | NA | NA |
1128 | 6835 | 7391 | 162 | 40 | 1 | 1 | NA | NA | rotation on/off | NA | NA |
1051 | 3285 | 6835 | 51 | 162 | 1 | 1 | NA | NA | ROTATION ON/OFF | NA | NA |
1127 | 3285 | 7391 | 51 | 40 | 1 | 1 | NA | NA | ROTATION ON/OFF | NA | NA |
2822 | 596 | 223917 | 364857 | NA | 6916 | NA | NA | NA | RU Strength/Movement | NA | Neurological |
2833 | 599 | 223986 | 789193 | NA | 22366 | NA | NA | NA | RUL Lung Sounds | NA | Pulmonary |
1168 | 5040 | 7796 | 51 | 40 | 1 | 1 | NA | NA | scrotum | NA | NA |
2807 | 1433 | 223824 | 11817 | NA | 783 | NA | NA | NA | Seizure | NA | Toxicology |
2827 | 1069 | 223923 | 2 | NA | 1 | NA | NA | NA | seizure activity | NA | Neurological |
3346 | 1069 | 228413 | 2 | NA | 1 | NA | NA | NA | seizure activity | NA | Neurological |
15 | 629 | 1069 | 143889 | 2 | 2754 | 1 | NA | NA | Seizure Activity | NA | NA |
2828 | 629 | 223923 | 143889 | NA | 2754 | NA | NA | NA | Seizure Activity | NA | Neurological |
3348 | 629 | 228413 | 143889 | NA | 2754 | NA | NA | NA | Seizure Activity | NA | Neurological |
2829 | 630 | 223925 | 2341 | NA | 580 | NA | NA | NA | Seizure Duration | NA | Neurological |
75 | 1119 | 1595 | 156 | 16 | 10 | 3 | NA | NA | seizure pads | NA | NA |
1230 | 1119 | 8272 | 156 | 53 | 10 | 1 | NA | NA | seizure pads | NA | NA |
3224 | 1119 | 227626 | 156 | NA | 10 | NA | NA | NA | seizure pads | NA | Treatments |
3223 | 8272 | 227626 | 53 | NA | 1 | NA | NA | NA | Seizure pads | NA | Treatments |
1229 | 1595 | 8272 | 16 | 53 | 3 | 1 | NA | NA | Seizure Pads | NA | NA |
3222 | 1595 | 227626 | 16 | NA | 3 | NA | NA | NA | Seizure Pads | NA | Treatments |
2795 | 632 | 223797 | 2248 | NA | 279 | NA | NA | NA | Sensory Level | NA | Pain/Sedation |
2934 | 919 | 224640 | 42452 | NA | 22901 | NA | NA | NA | Service | NA | General |
325 | 1070 | 2824 | 15 | 9 | 9 | 4 | NA | NA | shampoo | NA | NA |
400 | 1070 | 3131 | 15 | 8 | 9 | 5 | NA | NA | shampoo | NA | NA |
401 | 2824 | 3131 | 9 | 8 | 4 | 5 | NA | NA | SHAMPOO | NA | NA |
151 | 1066 | 1872 | 125 | 123 | 42 | 46 | NA | NA | shave | NA | NA |
352 | 1066 | 2976 | 125 | 67 | 42 | 22 | NA | NA | shave | NA | NA |
353 | 1872 | 2976 | 123 | 67 | 46 | 22 | NA | NA | Shave | NA | NA |
1088 | 3058 | 7095 | 23 | 28 | 5 | 8 | NA | NA | shaved | NA | NA |
3247 | 637 | 227944 | 956324 | NA | 21636 | NA | NA | NA | Side Rails | NA | Restraint/Support Systems |
960 | 5943 | 6433 | 36 | 11 | 2 | 1 | NA | NA | sigh breath | NA | NA |
1200 | 6985 | 8053 | 16 | 1 | 1 | 1 | NA | NA | Sigh PEEP level | NA | NA |
1245 | 6985 | 8345 | 16 | 10 | 1 | 1 | NA | NA | Sigh PEEP level | NA | NA |
1244 | 8053 | 8345 | 1 | 10 | 1 | 1 | NA | NA | SIGH PEEP LEVEL | NA | NA |
1206 | 638 | 8087 | 233 | 47 | 15 | 1 | NA | NA | Sigh Rate | NA | NA |
567 | 4540 | 4790 | 133 | 202 | 7 | 3 | NA | NA | Simethicone | NA | NA |
2869 | 2924 | 224070 | 13 | NA | 4 | NA | NA | NA | sitter | NA | Restraint/Support Systems |
171 | 641 | 1963 | 19013 | 41 | 1008 | 4 | NA | NA | Sitter | NA | NA |
340 | 641 | 2924 | 19013 | 13 | 1008 | 4 | NA | NA | Sitter | NA | NA |
2870 | 641 | 224070 | 19013 | NA | 1008 | NA | NA | NA | Sitter | NA | Restraint/Support Systems |
339 | 1963 | 2924 | 41 | 13 | 4 | 4 | NA | NA | SITTER | NA | NA |
2871 | 1963 | 224070 | 41 | NA | 4 | NA | NA | NA | SITTER | NA | Restraint/Support Systems |
313 | 2641 | 2774 | 74 | 8 | 3 | 1 | NA | NA | SJO2 | NA | NA |
593 | 4571 | 4901 | 220 | 3 | 7 | 2 | NA | NA | skin | NA | NA |
519 | 4319 | 4571 | 31 | 220 | 2 | 7 | NA | NA | Skin | NA | NA |
594 | 4319 | 4901 | 31 | 3 | 2 | 2 | NA | NA | Skin | NA | NA |
2982 | 642 | 225185 | 483446 | 255371 | 18684 | 1771 | NA | 12580 | Skin Care | NA | Treatments |
2859 | 643 | 224028 | 133891 | NA | 4423 | NA | NA | NA | Skin Color | NA | Skin - Assessment |
2960 | 8475 | 224860 | 132435 | NA | 4202 | NA | NA | NA | Skin Condition | NA | Skin - Assessment |
2858 | 644 | 224026 | 593508 | NA | 22325 | NA | NA | NA | Skin Integrity | NA | Skin - Assessment |
399 | 2125 | 3126 | 58 | 54 | 6 | 5 | NA | NA | slope | NA | NA |
3138 | 2125 | 225978 | 58 | NA | 6 | NA | NA | NA | slope | NA | Respiratory |
223 | 2119 | 2125 | 63 | 58 | 4 | 6 | NA | NA | Slope | NA | NA |
398 | 2119 | 3126 | 63 | 54 | 4 | 5 | NA | NA | Slope | NA | NA |
3136 | 2119 | 225978 | 63 | NA | 4 | NA | NA | NA | Slope | NA | Respiratory |
3137 | 3126 | 225978 | 54 | NA | 5 | NA | NA | NA | SLOPE | NA | Respiratory |
2809 | 1434 | 223828 | 10137 | NA | 716 | NA | NA | NA | Slurred Speech | NA | Toxicology |
1782 | 6299 | 42848 | 12 | NA | 5 | NA | NA | NA | sodium bicarb | NA | Free Form Intake |
1819 | 6299 | 42999 | 12 | NA | 5 | NA | NA | NA | sodium bicarb | NA | Free Form Intake |
2081 | 6299 | 44424 | 12 | NA | 5 | NA | NA | NA | sodium bicarb | NA | Free Form Intake |
919 | 3109 | 6299 | 32 | 12 | 9 | 5 | NA | NA | Sodium Bicarb | NA | NA |
1783 | 3109 | 42848 | 32 | NA | 9 | NA | NA | NA | Sodium Bicarb | NA | Free Form Intake |
1818 | 3109 | 42999 | 32 | NA | 9 | NA | NA | NA | Sodium Bicarb | NA | Free Form Intake |
2082 | 3109 | 44424 | 32 | NA | 9 | NA | NA | NA | Sodium Bicarb | NA | Free Form Intake |
1277 | 6146 | 30030 | 1 | NA | 1 | NA | NA | NA | sodium bicarbonate | NA | NA |
1329 | 3624 | 30296 | 5347 | NA | 126 | NA | NA | NA | Sodium Chloride | NA | NA |
1294 | 3286 | 30069 | 56 | NA | 4 | NA | NA | NA | solumedrol | NA | NA |
248 | 1803 | 2203 | 185 | 65 | 10 | 4 | NA | NA | Solumedrol | NA | NA |
437 | 1803 | 3286 | 185 | 56 | 10 | 4 | NA | NA | Solumedrol | NA | NA |
1293 | 1803 | 30069 | 185 | NA | 10 | NA | NA | NA | Solumedrol | NA | NA |
436 | 2203 | 3286 | 65 | 56 | 4 | 4 | NA | NA | SOLUMEDROL | NA | NA |
1295 | 2203 | 30069 | 65 | NA | 4 | NA | NA | NA | SOLUMEDROL | NA | NA |
737 | 2482 | 5728 | 25 | 18 | 1 | 1 | NA | NA | SOLUMEDROL MG/KG/HR | NA | NA |
1154 | 2657 | 7592 | 5 | 16 | 1 | 1 | NA | NA | SOLUMEDROL CC/H | NA | NA |
1595 | 6740 | 42163 | 17 | NA | 1 | NA | NA | NA | solumedrol drip | NA | Free Form Intake |
1613 | 6740 | 42240 | 17 | NA | 1 | NA | NA | NA | solumedrol drip | NA | Free Form Intake |
1029 | 2629 | 6740 | 31 | 17 | 2 | 1 | NA | NA | SOLUMEDROL DRIP | NA | NA |
1594 | 2629 | 42163 | 31 | NA | 2 | NA | NA | NA | SOLUMEDROL DRIP | NA | Free Form Intake |
1614 | 2629 | 42240 | 31 | NA | 2 | NA | NA | NA | SOLUMEDROL DRIP | NA | Free Form Intake |
1675 | 2568 | 42514 | 25 | NA | 1 | NA | NA | NA | SOLUMEDROL DRIP. | NA | Free Form Intake |
297 | 2355 | 2656 | 105 | 41 | 6 | 2 | NA | NA | solumedrol mg/kg/hr | NA | NA |
360 | 2355 | 3001 | 105 | 161 | 6 | 4 | NA | NA | solumedrol mg/kg/hr | NA | NA |
1693 | 2355 | 42563 | 105 | NA | 6 | NA | NA | NA | solumedrol mg/kg/hr | NA | Free Form Intake |
1691 | 3001 | 42563 | 161 | NA | 4 | NA | NA | NA | Solumedrol mg/kg/hr | NA | Free Form Intake |
361 | 2656 | 3001 | 41 | 161 | 2 | 4 | NA | NA | SOLUMEDROL MG/KG/HR | NA | NA |
1692 | 2656 | 42563 | 41 | NA | 2 | NA | NA | NA | SOLUMEDROL MG/KG/HR | NA | Free Form Intake |
2816 | 648 | 223902 | 246129 | NA | 5014 | NA | NA | NA | Speech | NA | Neurological |
3349 | 648 | 228414 | 246129 | NA | 5014 | NA | NA | NA | Speech | NA | Neurological |
2857 | 649 | 224025 | 2631 | NA | 1801 | NA | NA | NA | Spiritual Support | NA | Restraint/Support Systems |
918 | 5962 | 6296 | 18 | 17 | 2 | 2 | NA | NA | Spironolactone | NA | NA |
1841 | 4712 | 43172 | 14 | NA | 1 | NA | NA | NA | SPIT | NA | NA |
1851 | 4712 | 43396 | 14 | NA | 1 | NA | NA | NA | SPIT | NA | NA |
1867 | 4712 | 43491 | 14 | NA | 1 | NA | NA | NA | SPIT | NA | NA |
1845 | 3626 | 43245 | 331379 | NA | 3219 | NA | NA | NA | Spits | NA | NA |
1847 | 3626 | 43323 | 331379 | NA | 3219 | NA | NA | NA | Spits | NA | NA |
1878 | 3626 | 43554 | 331379 | NA | 3219 | NA | NA | NA | Spits | NA | Free Form Intake |
386 | 3050 | 3083 | 105 | 42 | 5 | 1 | NA | NA | spont tidal volumes | NA | NA |
377 | 2094 | 3045 | 14 | 3 | 2 | 1 | NA | NA | Spont VT | NA | NA |
2914 | 2094 | 224421 | 14 | 16461 | 2 | 572 | NA | 4464 | Spont VT | NA | Respiratory |
2915 | 3045 | 224421 | 3 | 16461 | 1 | 572 | NA | 4464 | SPONT VT | NA | Respiratory |
2821 | 655 | 223911 | 426434 | NA | 7767 | NA | NA | NA | Spontaneous Movement | NA | Neurological |
914 | 3004 | 6289 | 12 | 6 | 1 | 1 | NA | NA | spontaneous VT | NA | NA |
362 | 2566 | 3004 | 69 | 12 | 2 | 1 | NA | NA | Spontaneous VT | NA | NA |
915 | 2566 | 6289 | 69 | 6 | 2 | 1 | NA | NA | Spontaneous VT | NA | NA |
2904 | 8476 | 224369 | 412566 | NA | 11644 | NA | NA | NA | Sputum Consistency | NA | Respiratory |
3008 | 2929 | 225451 | 5 | NA | 3 | NA | NA | NA | sputum culture | NA | 6-Cultures |
2905 | 657 | 224372 | 442521 | NA | 12327 | NA | NA | NA | Sputum Source | NA | Respiratory |
659 | 4701 | 5263 | 491 | 158 | 4 | 1 | NA | NA | Stoma | NA | NA |
669 | 4701 | 5394 | 491 | 1177 | 4 | 5 | NA | NA | Stoma | NA | NA |
670 | 5263 | 5394 | 158 | 1177 | 1 | 5 | NA | NA | STOMA | NA | NA |
1256 | 659 | 8535 | 132483 | 198939 | 6129 | 4491 | NA | NA | Stool [Color] | NA | NA |
2850 | 660 | 224013 | 109999 | NA | 14358 | NA | NA | NA | Stool Guaiac | NA | GI/GU |
2849 | 661 | 224012 | 112374 | NA | 3700 | NA | NA | NA | Stool Management | NA | GI/GU |
3157 | 6081 | 226567 | 3 | NA | 3 | NA | NA | NA | straight cath | NA | Output |
1550 | 2551 | 41846 | 34 | NA | 1 | NA | NA | NA | study drug | NA | Free Form Intake |
1630 | 2551 | 42308 | 34 | NA | 1 | NA | NA | NA | study drug | NA | Free Form Intake |
279 | 2538 | 2551 | 7 | 34 | 1 | 1 | NA | NA | STUDY DRUG | NA | NA |
1549 | 2538 | 41846 | 7 | NA | 1 | NA | NA | NA | STUDY DRUG | NA | Free Form Intake |
1629 | 2538 | 42308 | 7 | NA | 1 | NA | NA | NA | STUDY DRUG | NA | Free Form Intake |
315 | 946 | 2780 | 262 | 3 | 10 | 1 | NA | NA | STV | NA | NA |
1894 | 4189 | 43656 | 1028 | NA | 208 | NA | NA | NA | Sucrose | NA | Free Form Intake |
2855 | 663 | 224023 | 775701 | NA | 21123 | NA | NA | NA | Support Systems | NA | Restraint/Support Systems |
2785 | 2669 | 223772 | 69 | 61268 | 3 | 126 | NA | 1261 | svo2 | NA | Hemodynamics |
299 | 2194 | 2669 | 134 | 69 | 11 | 3 | NA | NA | SVO2 | NA | NA |
2786 | 2194 | 223772 | 134 | 61268 | 11 | 126 | NA | 1261 | SVO2 | NA | Hemodynamics |
47 | 626 | 1373 | 202999 | 16 | 5899 | 1 | NA | NA | SVR | NA | NA |
2943 | 4955 | 224668 | 60 | NA | 1 | NA | NA | NA | sweating | NA | Toxicology |
610 | 3644 | 4955 | 44 | 60 | 13 | 1 | NA | NA | Sweating | NA | NA |
2942 | 3644 | 224668 | 44 | NA | 13 | NA | NA | NA | Sweating | NA | Toxicology |
574 | 4684 | 4799 | 247 | 20 | 9 | 3 | NA | NA | Synthroid | NA | NA |
2889 | 665 | 224146 | 55358 | NA | 491 | NA | NA | NA | System Integrity | NA | Dialysis |
1145 | 5996 | 7516 | 1 | 1 | 1 | 1 | NA | NA | T discon | NA | NA |
1186 | 7639 | 7901 | 9 | 7 | 2 | 1 | NA | NA | T disconnect | NA | NA |
939 | 1584 | 6368 | 7 | 19 | 2 | 2 | NA | NA | T hi | NA | NA |
986 | 1584 | 6482 | 7 | 1 | 2 | 1 | NA | NA | T hi | NA | NA |
987 | 6368 | 6482 | 19 | 1 | 2 | 1 | NA | NA | T HI | NA | NA |
726 | 3031 | 5706 | 2 | 109 | 2 | 7 | NA | NA | t high | NA | NA |
343 | 1691 | 2936 | 78 | 13 | 7 | 5 | NA | NA | T high | NA | NA |
368 | 1691 | 3031 | 78 | 2 | 7 | 2 | NA | NA | T high | NA | NA |
728 | 1691 | 5706 | 78 | 109 | 7 | 7 | NA | NA | T high | NA | NA |
367 | 2936 | 3031 | 13 | 2 | 5 | 2 | NA | NA | T High | NA | NA |
727 | 2936 | 5706 | 13 | 109 | 5 | 7 | NA | NA | T High | NA | NA |
940 | 1585 | 6369 | 5 | 19 | 1 | 2 | NA | NA | T lo | NA | NA |
989 | 1585 | 6483 | 5 | 1 | 1 | 1 | NA | NA | T lo | NA | NA |
988 | 6369 | 6483 | 19 | 1 | 2 | 1 | NA | NA | T LO | NA | NA |
729 | 3032 | 5707 | 2 | 107 | 2 | 7 | NA | NA | t low | NA | NA |
344 | 1692 | 2937 | 88 | 13 | 10 | 5 | NA | NA | T low | NA | NA |
369 | 1692 | 3032 | 88 | 2 | 10 | 2 | NA | NA | T low | NA | NA |
730 | 1692 | 5707 | 88 | 107 | 10 | 7 | NA | NA | T low | NA | NA |
370 | 2937 | 3032 | 13 | 2 | 5 | 2 | NA | NA | T Low | NA | NA |
731 | 2937 | 5707 | 13 | 107 | 5 | 7 | NA | NA | T Low | NA | NA |
1194 | 7908 | 7961 | 6 | 1 | 3 | 1 | NA | NA | T-disconnect | NA | NA |
854 | 6012 | 6101 | 156 | 14 | 8 | 3 | NA | NA | T-Hi | NA | NA |
1142 | 6012 | 7493 | 156 | 20 | 8 | 1 | NA | NA | T-Hi | NA | NA |
1143 | 6101 | 7493 | 14 | 20 | 3 | 1 | NA | NA | T-HI | NA | NA |
977 | 5584 | 6467 | 18 | 1 | 2 | 1 | NA | NA | t-high | NA | NA |
1003 | 5584 | 6522 | 18 | 21 | 2 | 3 | NA | NA | t-high | NA | NA |
1002 | 6467 | 6522 | 1 | 21 | 1 | 3 | NA | NA | T-High | NA | NA |
855 | 6013 | 6102 | 173 | 14 | 8 | 3 | NA | NA | T-Lo | NA | NA |
1106 | 5581 | 7234 | 13 | 6 | 2 | 1 | NA | NA | T-Low | NA | NA |
1816 | 5787 | 42987 | 40 | NA | 1 | NA | NA | NA | t-tube | NA | NA |
1823 | 5787 | 43015 | 40 | NA | 1 | NA | NA | NA | t-tube | NA | NA |
2803 | 1436 | 223818 | 17539 | NA | 1047 | NA | NA | NA | Tactile Disturbances | NA | Toxicology |
895 | 6213 | 6221 | 74 | 20 | 3 | 1 | NA | NA | TANK A | NA | NA |
896 | 6215 | 6222 | 73 | 20 | 3 | 1 | NA | NA | TANK B | NA | NA |
1039 | 5575 | 6768 | 1 | 8 | 1 | 1 | NA | NA | Tank pressure | NA | NA |
694 | 2951 | 5575 | 21 | 1 | 2 | 1 | NA | NA | TANK PRESSURE | NA | NA |
1038 | 2951 | 6768 | 21 | 8 | 2 | 1 | NA | NA | TANK PRESSURE | NA | NA |
771 | 3220 | 5821 | 1 | 1 | 1 | 1 | NA | NA | tbili | NA | NA |
1190 | 1727 | 7919 | 4 | 1 | 2 | 1 | NA | NA | TDISCONNECT | NA | NA |
1073 | 6308 | 6960 | 94 | 26 | 4 | 4 | NA | NA | TEDS | NA | NA |
1138 | 1675 | 7461 | 44 | 7 | 3 | 1 | NA | NA | TH | NA | NA |
1336 | 3037 | 40283 | 10 | NA | 2 | NA | NA | NA | THAM | NA | Free Form Intake |
1636 | 3037 | 42344 | 10 | NA | 2 | NA | NA | NA | THAM | NA | Free Form Intake |
2883 | 680 | 224087 | 741704 | NA | 16067 | NA | NA | NA | Therapeutic Bed | NA | Treatments |
198 | 1668 | 2041 | 62 | 6 | 11 | 2 | NA | NA | thigh | NA | NA |
972 | 1668 | 6454 | 62 | 102 | 11 | 10 | NA | NA | thigh | NA | NA |
1101 | 1668 | 7226 | 62 | 20 | 11 | 3 | NA | NA | thigh | NA | NA |
1100 | 6454 | 7226 | 102 | 20 | 10 | 3 | NA | NA | Thigh | NA | NA |
973 | 2041 | 6454 | 6 | 102 | 2 | 10 | NA | NA | THIGH | NA | NA |
1102 | 2041 | 7226 | 6 | 20 | 2 | 3 | NA | NA | THIGH | NA | NA |
777 | 4369 | 5834 | 6 | 1 | 5 | 1 | NA | NA | thoracentesis | NA | NA |
1341 | 4369 | 40403 | 6 | NA | 5 | NA | NA | NA | thoracentesis | NA | NA |
1416 | 4369 | 40893 | 6 | NA | 5 | NA | NA | NA | thoracentesis | NA | NA |
1424 | 4369 | 40942 | 6 | NA | 5 | NA | NA | NA | thoracentesis | NA | NA |
3015 | 4369 | 225479 | 6 | NA | 5 | NA | NA | NA | thoracentesis | NA | 4-Procedures |
1340 | 5834 | 40403 | 1 | NA | 1 | NA | NA | NA | Thoracentesis | NA | NA |
1414 | 5834 | 40893 | 1 | NA | 1 | NA | NA | NA | Thoracentesis | NA | NA |
1423 | 5834 | 40942 | 1 | NA | 1 | NA | NA | NA | Thoracentesis | NA | NA |
3016 | 5834 | 225479 | 1 | NA | 1 | NA | NA | NA | Thoracentesis | NA | 4-Procedures |
265 | 681 | 2420 | 147 | 10 | 26 | 1 | NA | NA | Tidal Volume | NA | NA |
274 | 681 | 2534 | 147 | 48 | 26 | 1 | NA | NA | Tidal Volume | NA | NA |
275 | 2420 | 2534 | 10 | 48 | 1 | 1 | NA | NA | TIDAL VOLUME | NA | NA |
2945 | 683 | 224684 | 230723 | 209506 | 12736 | 843 | NA | 7744 | Tidal Volume (Set) | NA | Respiratory |
746 | 1678 | 5755 | 3 | 11 | 2 | 3 | NA | NA | Time disconnect | NA | NA |
870 | 3211 | 6128 | 27 | 5 | 4 | 1 | NA | NA | time high | NA | NA |
416 | 1614 | 3211 | 15 | 27 | 3 | 4 | NA | NA | Time High | NA | NA |
869 | 1614 | 6128 | 15 | 5 | 3 | 1 | NA | NA | Time High | NA | NA |
417 | 1615 | 3212 | 14 | 24 | 3 | 4 | NA | NA | Time Low | NA | NA |
1139 | 1676 | 7462 | 41 | 7 | 3 | 1 | NA | NA | TL | NA | NA |
199 | 1669 | 2042 | 59 | 11 | 10 | 3 | NA | NA | tlow | NA | NA |
1104 | 1669 | 7227 | 59 | 10 | 10 | 2 | NA | NA | tlow | NA | NA |
1103 | 2042 | 7227 | 11 | 10 | 3 | 2 | NA | NA | TLOW | NA | NA |
531 | 4542 | 4639 | 51 | 82 | 5 | 2 | NA | NA | Tobradex | NA | NA |
585 | 4244 | 4852 | 28 | 17 | 1 | 2 | NA | NA | tobradex ointment | NA | NA |
2669 | 5063 | 90013 | 18 | NA | 2 | NA | NA | NA | Tobramycin | NA | ANTIBACTERIUM |
3116 | 5063 | 225902 | 18 | NA | 2 | NA | NA | NA | Tobramycin | NA | Antibiotics |
630 | 4484 | 5089 | 42 | 23 | 1 | 1 | NA | NA | Toes | NA | NA |
1081 | 1734 | 7044 | 130 | 68 | 12 | 1 | NA | NA | TOF | NA | NA |
2799 | 673 | 223804 | 10032 | NA | 471 | NA | NA | NA | TOF Response/Twitch | NA | Pain/Sedation |
402 | 2808 | 3136 | 26 | 61 | 1 | 1 | NA | NA | tongue midline | NA | NA |
2950 | 686 | 224700 | 4545 | 44275 | 983 | 543 | NA | 5340 | Total PEEP Level | NA | Respiratory |
778 | 2145 | 5841 | 57 | 59 | 2 | 4 | NA | NA | tpa | NA | NA |
1308 | 2145 | 30135 | 57 | NA | 2 | NA | NA | NA | tpa | NA | NA |
1307 | 5841 | 30135 | 59 | NA | 4 | NA | NA | NA | TPA | NA | NA |
1233 | 1717 | 8285 | 6 | 17 | 1 | 1 | NA | NA | tPA mg/hr | NA | NA |
2545 | 5892 | 46561 | 30 | NA | 2 | NA | NA | NA | tpa mg/hr | NA | Free Form Intake |
786 | 5556 | 5892 | 270 | 30 | 7 | 2 | NA | NA | TPA mg/hr | NA | NA |
2543 | 5556 | 46561 | 270 | NA | 7 | NA | NA | NA | TPA mg/hr | NA | Free Form Intake |
687 | 2861 | 5556 | 10 | 270 | 1 | 7 | NA | NA | TPA mg/HR | NA | NA |
787 | 2861 | 5892 | 10 | 30 | 1 | 2 | NA | NA | TPA mg/HR | NA | NA |
2542 | 2861 | 46561 | 10 | NA | 1 | NA | NA | NA | TPA mg/HR | NA | Free Form Intake |
333 | 2344 | 2861 | 83 | 10 | 5 | 1 | NA | NA | TPA MG/HR | NA | NA |
686 | 2344 | 5556 | 83 | 270 | 5 | 7 | NA | NA | TPA MG/HR | NA | NA |
788 | 2344 | 5892 | 83 | 30 | 5 | 2 | NA | NA | TPA MG/HR | NA | NA |
2544 | 2344 | 46561 | 83 | NA | 5 | NA | NA | NA | TPA MG/HR | NA | Free Form Intake |
1278 | 6538 | 30032 | 78 | NA | 2 | NA | NA | NA | tpn | NA | NA |
1006 | 2438 | 6538 | 12 | 78 | 1 | 2 | NA | NA | TPN | NA | NA |
1279 | 2438 | 30032 | 12 | NA | 1 | NA | NA | NA | TPN | NA | NA |
5 | 940 | 970 | 2454 | 1006 | 197 | 63 | NA | NA | trach care | NA | NA |
9 | 940 | 1022 | 2454 | 710 | 197 | 68 | NA | NA | trach care | NA | NA |
144 | 940 | 1855 | 2454 | 13 | 197 | 2 | NA | NA | trach care | NA | NA |
3180 | 940 | 227130 | 2454 | 16219 | 197 | 160 | NA | 916 | trach care | NA | Respiratory |
145 | 1022 | 1855 | 710 | 13 | 68 | 2 | NA | NA | Trach care | NA | NA |
3179 | 1022 | 227130 | 710 | 16219 | 68 | 160 | NA | 916 | Trach care | NA | Respiratory |
2 | 687 | 940 | 14339 | 2454 | 1123 | 197 | NA | NA | Trach Care | NA | NA |
4 | 687 | 970 | 14339 | 1006 | 1123 | 63 | NA | NA | Trach Care | NA | NA |
10 | 687 | 1022 | 14339 | 710 | 1123 | 68 | NA | NA | Trach Care | NA | NA |
146 | 687 | 1855 | 14339 | 13 | 1123 | 2 | NA | NA | Trach Care | NA | NA |
3178 | 687 | 227130 | 14339 | 16219 | 1123 | 160 | NA | 916 | Trach Care | NA | Respiratory |
3181 | 1855 | 227130 | 13 | 16219 | 2 | 160 | NA | 916 | TRACH care | NA | Respiratory |
8 | 970 | 1022 | 1006 | 710 | 63 | 68 | NA | NA | TRACH CARE | NA | NA |
143 | 970 | 1855 | 1006 | 13 | 63 | 2 | NA | NA | TRACH CARE | NA | NA |
3177 | 970 | 227130 | 1006 | 16219 | 63 | 160 | NA | 916 | TRACH CARE | NA | Respiratory |
1147 | 7474 | 7528 | 10 | 1 | 1 | 1 | NA | NA | trach mark | NA | NA |
1116 | 7118 | 7286 | 12 | 9 | 3 | 2 | NA | NA | Trache | NA | NA |
942 | 2993 | 6375 | 68 | 103 | 11 | 5 | NA | NA | trache care | NA | NA |
358 | 1948 | 2993 | 9 | 68 | 3 | 11 | NA | NA | Trache Care | NA | NA |
943 | 1948 | 6375 | 9 | 103 | 3 | 5 | NA | NA | Trache Care | NA | NA |
169 | 977 | 1948 | 43 | 9 | 6 | 3 | NA | NA | TRACHE CARE | NA | NA |
357 | 977 | 2993 | 43 | 68 | 6 | 11 | NA | NA | TRACHE CARE | NA | NA |
941 | 977 | 6375 | 43 | 103 | 6 | 5 | NA | NA | TRACHE CARE | NA | NA |
2887 | 697 | 224112 | 10857 | NA | 333 | NA | NA | NA | Traction/Immobile #1 | NA | Treatments |
3235 | 697 | 227771 | 10857 | NA | 333 | NA | NA | NA | Traction/Immobile #1 | NA | Treatments |
2930 | 698 | 224449 | 2053 | NA | 54 | NA | NA | NA | Traction/Immobile #2 | NA | Treatments |
3237 | 698 | 227772 | 2053 | NA | 54 | NA | NA | NA | Traction/Immobile #2 | NA | Treatments |
2931 | 699 | 224450 | 783 | NA | 8 | NA | NA | NA | Traction/Immobile #3 | NA | Treatments |
3238 | 699 | 227773 | 783 | NA | 8 | NA | NA | NA | Traction/Immobile #3 | NA | Treatments |
2932 | 700 | 224451 | 204 | NA | 2 | NA | NA | NA | Traction/Immobile #4 | NA | Treatments |
3241 | 700 | 227774 | 204 | NA | 2 | NA | NA | NA | Traction/Immobile #4 | NA | Treatments |
951 | 6351 | 6402 | 49 | 9 | 2 | 1 | NA | NA | Train of Four | NA | NA |
639 | 3668 | 5145 | 616 | 84 | 45 | 1 | NA | NA | Tremors | NA | NA |
695 | 4872 | 5603 | 17 | 19 | 1 | 4 | NA | NA | TRI VI SOL | NA | NA |
1041 | 6288 | 6778 | 4 | 58 | 2 | 5 | NA | NA | tri-vi-sol | NA | NA |
913 | 5036 | 6288 | 23 | 4 | 7 | 2 | NA | NA | Tri-Vi-Sol | NA | NA |
1040 | 5036 | 6778 | 23 | 58 | 7 | 5 | NA | NA | Tri-Vi-Sol | NA | NA |
1078 | 6720 | 7029 | 17 | 11 | 1 | 2 | NA | NA | Trip antibiotic oint | NA | NA |
649 | 4551 | 5200 | 13 | 18 | 1 | 4 | NA | NA | Triple ABX cream | NA | NA |
1141 | 4681 | 7471 | 39 | 59 | 2 | 2 | NA | NA | triple abx oint | NA | NA |
794 | 5024 | 5933 | 89 | 9 | 8 | 2 | NA | NA | triple abx ointment | NA | NA |
1109 | 5024 | 7259 | 89 | 61 | 8 | 5 | NA | NA | triple abx ointment | NA | NA |
1129 | 5024 | 7414 | 89 | 43 | 8 | 5 | NA | NA | triple abx ointment | NA | NA |
1108 | 5933 | 7259 | 9 | 61 | 2 | 5 | NA | NA | Triple Abx ointment | NA | NA |
1131 | 5933 | 7414 | 9 | 43 | 2 | 5 | NA | NA | Triple Abx ointment | NA | NA |
1130 | 7259 | 7414 | 61 | 43 | 5 | 5 | NA | NA | Triple Abx Ointment | NA | NA |
1183 | 4478 | 7853 | 86 | 15 | 4 | 1 | NA | NA | triple antibiotic | NA | NA |
1218 | 6274 | 8204 | 1 | 14 | 1 | 1 | NA | NA | Triple Antibx | NA | NA |
1049 | 5899 | 6807 | 8 | 9 | 2 | 1 | NA | NA | Triple Antibx Oint | NA | NA |
725 | 5048 | 5701 | 121 | 7 | 28 | 3 | NA | NA | trivisol | NA | NA |
1024 | 5048 | 6686 | 121 | 22 | 28 | 3 | NA | NA | trivisol | NA | NA |
622 | 4867 | 5048 | 205 | 121 | 49 | 28 | NA | NA | Trivisol | NA | NA |
724 | 4867 | 5701 | 205 | 7 | 49 | 3 | NA | NA | Trivisol | NA | NA |
1025 | 4867 | 6686 | 205 | 22 | 49 | 3 | NA | NA | Trivisol | NA | NA |
1023 | 5701 | 6686 | 7 | 22 | 3 | 3 | NA | NA | TriViSol | NA | NA |
2879 | 704 | 224082 | 935324 | NA | 22301 | NA | NA | NA | Turn | NA | Treatments |
1090 | 4636 | 7138 | 23 | 154 | 2 | 1 | NA | NA | Umb Hernia | NA | NA |
562 | 4708 | 4770 | 419 | 304 | 6 | 3 | NA | NA | umbi hernia | NA | NA |
612 | 4708 | 4956 | 419 | 699 | 6 | 8 | NA | NA | umbi hernia | NA | NA |
1871 | 4708 | 43493 | 419 | NA | 6 | NA | NA | NA | umbi hernia | NA | Free Form Intake |
1870 | 4956 | 43493 | 699 | NA | 8 | NA | NA | NA | Umbi hernia | NA | Free Form Intake |
611 | 4770 | 4956 | 304 | 699 | 3 | 8 | NA | NA | Umbi Hernia | NA | NA |
1872 | 4770 | 43493 | 304 | NA | 3 | NA | NA | NA | Umbi Hernia | NA | Free Form Intake |
546 | 4543 | 4708 | 163 | 419 | 3 | 6 | NA | NA | UMBI HERNIA | NA | NA |
563 | 4543 | 4770 | 163 | 304 | 3 | 3 | NA | NA | UMBI HERNIA | NA | NA |
613 | 4543 | 4956 | 163 | 699 | 3 | 8 | NA | NA | UMBI HERNIA | NA | NA |
1869 | 4543 | 43493 | 163 | NA | 3 | NA | NA | NA | UMBI HERNIA | NA | Free Form Intake |
516 | 4410 | 4560 | 763 | 547 | 9 | 8 | NA | NA | umbilical hernia | NA | NA |
537 | 4410 | 4650 | 763 | 459 | 9 | 4 | NA | NA | umbilical hernia | NA | NA |
536 | 4560 | 4650 | 547 | 459 | 8 | 4 | NA | NA | Umbilical hernia | NA | NA |
2935 | 2633 | 224652 | 11 | 8360 | 1 | 20 | NA | 222 | unassisted systole | NA | IABP |
2794 | 705 | 223796 | 20793 | NA | 4502 | NA | NA | NA | Untoward Effect | NA | Pain/Sedation |
3039 | 6058 | 225695 | 1 | 1656 | 1 | 129 | NA | 437 | uric acid | NA | Labs |
250 | 1919 | 2224 | 1 | 1 | 1 | 1 | NA | NA | Urine creat | NA | NA |
586 | 941 | 4855 | 9 | 8 | 8 | 6 | NA | NA | urine culture | NA | NA |
3010 | 941 | 225454 | 9 | NA | 8 | NA | NA | NA | urine culture | NA | 6-Cultures |
3009 | 4855 | 225454 | 8 | NA | 6 | NA | NA | NA | Urine culture | NA | 6-Cultures |
789 | 2225 | 5898 | 3 | 2 | 2 | 2 | NA | NA | URINE NA | NA | NA |
304 | 1918 | 2690 | 1 | 1 | 1 | 1 | NA | NA | Urine Osm | NA | NA |
155 | 1495 | 1880 | 82 | 1956 | 4 | 344 | NA | NA | urine ph | NA | NA |
1035 | 1495 | 6754 | 82 | 15 | 4 | 4 | NA | NA | urine ph | NA | NA |
1111 | 1495 | 7262 | 82 | 3 | 4 | 1 | NA | NA | urine ph | NA | NA |
63 | 1352 | 1495 | 36 | 82 | 5 | 4 | NA | NA | urine pH | NA | NA |
156 | 1352 | 1880 | 36 | 1956 | 5 | 344 | NA | NA | urine pH | NA | NA |
1033 | 1352 | 6754 | 36 | 15 | 5 | 4 | NA | NA | urine pH | NA | NA |
1110 | 1352 | 7262 | 36 | 3 | 5 | 1 | NA | NA | urine pH | NA | NA |
1112 | 6754 | 7262 | 15 | 3 | 4 | 1 | NA | NA | urine PH | NA | NA |
1034 | 1880 | 6754 | 1956 | 15 | 344 | 4 | NA | NA | Urine pH | NA | NA |
1113 | 1880 | 7262 | 1956 | 3 | 344 | 1 | NA | NA | Urine pH | NA | NA |
2851 | 707 | 224015 | 939323 | NA | 22357 | NA | NA | NA | Urine Source | NA | GI/GU |
2936 | 7967 | 224659 | 459 | 626 | 1 | NA | NA | 2 | vacuum assist | NA | Hemodynamics |
874 | 2570 | 6148 | 5 | 7 | 4 | 3 | NA | NA | valproic acid | NA | NA |
907 | 2273 | 6261 | 3 | 5 | 1 | 3 | NA | NA | vanco level | NA | NA |
2670 | 3679 | 90015 | 4539 | NA | 354 | NA | NA | NA | Vancomycin | NA | ANTIBACTERIUM |
3046 | 3679 | 225798 | 4539 | NA | 354 | NA | NA | NA | Vancomycin | NA | Antibiotics |
29 | 1136 | 1222 | 85 | 20 | 9 | 3 | NA | NA | vasopressin | NA | NA |
266 | 1136 | 2445 | 85 | 33 | 9 | 3 | NA | NA | vasopressin | NA | NA |
1290 | 1136 | 30051 | 85 | NA | 9 | NA | NA | NA | vasopressin | NA | NA |
2770 | 1136 | 222315 | 85 | NA | 9 | NA | NA | NA | vasopressin | NA | Medications |
1288 | 2445 | 30051 | 33 | NA | 3 | NA | NA | NA | Vasopressin | NA | NA |
2767 | 2445 | 222315 | 33 | NA | 3 | NA | NA | NA | Vasopressin | NA | Medications |
267 | 1222 | 2445 | 20 | 33 | 3 | 3 | NA | NA | VASOPRESSIN | NA | NA |
1289 | 1222 | 30051 | 20 | NA | 3 | NA | NA | NA | VASOPRESSIN | NA | NA |
2768 | 1222 | 222315 | 20 | NA | 3 | NA | NA | NA | VASOPRESSIN | NA | Medications |
280 | 2334 | 2561 | 19 | 1 | 1 | 1 | NA | NA | vasopressin u/hr | NA | NA |
253 | 1327 | 2248 | 79 | 11 | 2 | 1 | NA | NA | vasopressin unit/min | NA | NA |
1617 | 1327 | 42273 | 79 | NA | 2 | NA | NA | NA | vasopressin unit/min | NA | Free Form Intake |
1618 | 2248 | 42273 | 11 | NA | 1 | NA | NA | NA | VASOPRESSIN UNIT/MIN | NA | Free Form Intake |
2909 | 710 | 224406 | 7851 | NA | 75 | NA | NA | NA | VEN Lumen Volume | NA | Dialysis |
1117 | 6024 | 7293 | 1 | 1 | 1 | 1 | NA | NA | venous o2 sat | NA | NA |
295 | 2634 | 2646 | 28 | 56 | 1 | 1 | NA | NA | VENT CPP | NA | NA |
1935 | 2281 | 43896 | 1 | NA | 1 | NA | NA | NA | VENT DRAIN | NA | NA |
2394 | 2281 | 45822 | 1 | NA | 1 | NA | NA | NA | VENT DRAIN | NA | NA |
2813 | 720 | 223849 | 421200 | NA | 13273 | NA | NA | NA | Ventilator Mode | NA | Respiratory |
2812 | 722 | 223848 | 489005 | NA | 13258 | NA | NA | NA | Ventilator Type | NA | Respiratory |
1529 | 1968 | 41693 | 66 | NA | 1 | NA | NA | NA | Verapamil | NA | Free Form Intake |
2518 | 1968 | 46484 | 66 | NA | 1 | NA | NA | NA | Verapamil | NA | Free Form Intake |
2773 | 1968 | 222318 | 66 | NA | 1 | NA | NA | NA | Verapamil | NA | Medications |
704 | 5004 | 5634 | 17 | 2 | 1 | 1 | NA | NA | vidalin | NA | NA |
833 | 5626 | 6042 | 70 | 16 | 7 | 2 | NA | NA | Vidalyn | NA | NA |
947 | 5626 | 6379 | 70 | 17 | 7 | 6 | NA | NA | Vidalyn | NA | NA |
946 | 6042 | 6379 | 16 | 17 | 2 | 6 | NA | NA | VIDALYN | NA | NA |
617 | 5015 | 5017 | 63 | 199 | 13 | 35 | NA | NA | vidaylin | NA | NA |
945 | 5015 | 6378 | 63 | 26 | 13 | 4 | NA | NA | vidaylin | NA | NA |
944 | 5017 | 6378 | 199 | 26 | 35 | 4 | NA | NA | Vidaylin | NA | NA |
2804 | 1439 | 223819 | 17511 | NA | 1049 | NA | NA | NA | Visual Disturbances | NA | Toxicology |
856 | 5500 | 6103 | 39 | 23 | 4 | 3 | NA | NA | vit a | NA | NA |
993 | 5500 | 6510 | 39 | 19 | 4 | 2 | NA | NA | vit a | NA | NA |
994 | 6103 | 6510 | 23 | 19 | 3 | 2 | NA | NA | vit A | NA | NA |
680 | 5485 | 5500 | 93 | 39 | 10 | 4 | NA | NA | Vit A | NA | NA |
857 | 5485 | 6103 | 93 | 23 | 10 | 3 | NA | NA | Vit A | NA | NA |
995 | 5485 | 6510 | 93 | 19 | 10 | 2 | NA | NA | Vit A | NA | NA |
590 | 4702 | 4871 | 98 | 57 | 3 | 2 | NA | NA | Vit D | NA | NA |
804 | 5617 | 5960 | 46 | 12 | 4 | 1 | NA | NA | vitamin a | NA | NA |
990 | 5617 | 6509 | 46 | 11 | 4 | 1 | NA | NA | vitamin a | NA | NA |
992 | 5960 | 6509 | 12 | 11 | 1 | 1 | NA | NA | vitamin A | NA | NA |
699 | 5492 | 5617 | 1462 | 46 | 134 | 4 | NA | NA | Vitamin A | NA | NA |
805 | 5492 | 5960 | 1462 | 12 | 134 | 1 | NA | NA | Vitamin A | NA | NA |
991 | 5492 | 6509 | 1462 | 11 | 134 | 1 | NA | NA | Vitamin A | NA | NA |
1848 | 3686 | 43332 | 405998 | NA | 5135 | NA | NA | NA | Void | NA | NA |
3154 | 3686 | 226560 | 405998 | NA | 5135 | NA | NA | NA | Void | NA | Output |
359 | 2311 | 2998 | 185 | 5 | 7 | 1 | NA | NA | VT | NA | NA |
378 | 2674 | 3052 | 69 | 67 | 2 | 2 | NA | NA | WAFFLE BOOT | NA | NA |
106 | 1591 | 1722 | 457 | 298 | 21 | 7 | NA | NA | waffle boots | NA | NA |
255 | 1591 | 2307 | 457 | 264 | 21 | 9 | NA | NA | waffle boots | NA | NA |
761 | 1591 | 5773 | 457 | 23 | 21 | 1 | NA | NA | waffle boots | NA | NA |
256 | 1722 | 2307 | 298 | 264 | 7 | 9 | NA | NA | Waffle boots | NA | NA |
762 | 1722 | 5773 | 298 | 23 | 7 | 1 | NA | NA | Waffle boots | NA | NA |
760 | 2307 | 5773 | 264 | 23 | 9 | 1 | NA | NA | WAFFLE BOOTS | NA | NA |
827 | 735 | 6033 | 4525 | 17 | 150 | 4 | NA | NA | Wound Care | NA | NA |
1096 | 5711 | 7220 | 1 | 15 | 1 | 1 | NA | NA | x-ray | NA | NA |
2715 | 5711 | 221216 | 1 | NA | 1 | NA | NA | NA | x-ray | NA | 5-Imaging |
2714 | 7220 | 221216 | 15 | NA | 1 | NA | NA | NA | X-Ray | NA | 5-Imaging |
189 | 1879 | 2029 | 287 | 392 | 7 | 10 | NA | NA | xigris | NA | NA |
1333 | 1879 | 30384 | 287 | NA | 7 | NA | NA | NA | xigris | NA | NA |
1334 | 2029 | 30384 | 392 | NA | 10 | NA | NA | NA | Xigris | NA | NA |
154 | 1311 | 1879 | 283 | 287 | 6 | 7 | NA | NA | XIGRIS | NA | NA |
190 | 1311 | 2029 | 283 | 392 | 6 | 10 | NA | NA | XIGRIS | NA | NA |
1332 | 1311 | 30384 | 283 | NA | 6 | NA | NA | NA | XIGRIS | NA | NA |
1837 | 2755 | 43125 | 181 | NA | 2 | NA | NA | NA | XIGRIS CC/HR | NA | Free Form Intake |
1810 | 2809 | 42965 | 114 | NA | 2 | NA | NA | NA | xigris mcg/kg/hr | NA | Free Form Intake |
321 | 1586 | 2809 | 360 | 114 | 5 | 2 | NA | NA | Xigris mcg/kg/hr | NA | NA |
1809 | 1586 | 42965 | 360 | NA | 5 | NA | NA | NA | Xigris mcg/kg/hr | NA | Free Form Intake |
433 | 1587 | 3269 | 128 | 109 | 3 | 2 | NA | NA | xigris mg/hr | NA | NA |
1521 | 6110 | 41651 | 57 | NA | 1 | NA | NA | NA | xygris | NA | Free Form Intake |
1525 | 6110 | 41669 | 57 | NA | 1 | NA | NA | NA | xygris | NA | Free Form Intake |
1800 | 6110 | 42933 | 57 | NA | 1 | NA | NA | NA | xygris | NA | Free Form Intake |
376 | 1955 | 3038 | 51 | 1 | 2 | 1 | NA | NA | Xygris | NA | NA |
860 | 1955 | 6110 | 51 | 57 | 2 | 1 | NA | NA | Xygris | NA | NA |
1520 | 1955 | 41651 | 51 | NA | 2 | NA | NA | NA | Xygris | NA | Free Form Intake |
1524 | 1955 | 41669 | 51 | NA | 2 | NA | NA | NA | Xygris | NA | Free Form Intake |
1798 | 1955 | 42933 | 51 | NA | 2 | NA | NA | NA | Xygris | NA | Free Form Intake |
861 | 3038 | 6110 | 1 | 57 | 1 | 1 | NA | NA | XYGRIS | NA | NA |
1522 | 3038 | 41651 | 1 | NA | 1 | NA | NA | NA | XYGRIS | NA | Free Form Intake |
1527 | 3038 | 41669 | 1 | NA | 1 | NA | NA | NA | XYGRIS | NA | Free Form Intake |
1796 | 3038 | 42933 | 1 | NA | 1 | NA | NA | NA | XYGRIS | NA | Free Form Intake |
2944 | 3695 | 224672 | 47 | NA | 13 | NA | NA | NA | Yawning | NA | Toxicology |
549 | 4480 | 4726 | 489 | 11 | 16 | 2 | NA | NA | zantac | NA | NA |
503 | 4273 | 4480 | 1266 | 489 | 33 | 16 | NA | NA | Zantac | NA | NA |
550 | 4273 | 4726 | 1266 | 11 | 33 | 2 | NA | NA | Zantac | NA | NA |
948 | 4590 | 6381 | 73 | 957 | 6 | 39 | NA | NA | zosyn | NA | NA |
ex = item.identical.pat[1,]
There are 3359 pairs of ITEMIDs with the same label. Of these, only 2184 are associated with any patients.
The way to read these rows (taking the first as an example) is as follows:
776, 224828, 270221, 140198, 15167, 2401, NA, 9200, Arterial Base Excess, ABG, Labs
There are two ITEMID
s for Arterial Base Excess: 776 and 224828, appearing 270221 and 140198 times, respectively. Item 776 occurs in 15167 patients’ records in CareView and 0 in MetaVision. Item 224828 occurs in 2401 patients’ records in CareView and 9200 in MetaVision. The categories assigned to each item/label may also differ. In this example, they are ABG and Labs.
The 50 most commonly occurring pairs of ITEMID
s are shown next:
#hist(item.identical.pat$cv.pat.n1,breaks=100)
#hist(log(item.identical.pat$cv.pat.n1),breaks=100)
iip.common = item.identical.pat[order(item.identical.pat$count1 + item.identical.pat$count2, decreasing = TRUE),]
iip.common$skew = pmax(iip.common$count1 / iip.common$count2, iip.common$count2 / iip.common$count1)
iip.skewed = subset(iip.common, !is.na(skew) & (count1+count2 >= 100))
iip.skewed = iip.skewed[order(iip.skewed$skew),]
kable(head(iip.common, n=50))
itemid1 | itemid2 | count1 | count2 | cv.pat.n1 | cv.pat.n2 | mv.pat.n1 | mv.pat.n2 | label | cat1 | cat2 | skew | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2680 | 211 | 220045 | 5190683 | 2762225 | 29998 | 2069 | NA | 15645 | Heart Rate | NA | Routine Vital Signs | 1.879167e+00 |
2682 | 618 | 220210 | 3395998 | 2737105 | 22445 | 2067 | NA | 15640 | Respiratory Rate | NA | Respiratory | 1.240726e+00 |
770 | 3450 | 5815 | 1687926 | 1812919 | 5219 | 14498 | NA | NA | HR Alarm [Low] | NA | NA | 1.074051e+00 |
1258 | 8518 | 8549 | 1687655 | 1810587 | 5219 | 14496 | NA | NA | HR Alarm [High] | NA | NA | 1.072842e+00 |
2776 | 128 | 223758 | 3225002 | 93174 | 21711 | 1591 | NA | 10680 | Code Status | NA | General | 3.461268e+01 |
21 | 113 | 1103 | 1200308 | 2 | 11075 | 2 | NA | NA | CVP | NA | NA | 6.001540e+05 |
2891 | 1623 | 224168 | 513562 | 507114 | 16499 | 2048 | NA | 15614 | Parameters Checked | NA | Alarms | 1.012715e+00 |
2684 | 506 | 220339 | 427536 | 480563 | 13269 | 946 | NA | 8281 | PEEP Set | NA | Respiratory | 1.124029e+00 |
139 | 547 | 1844 | 854737 | 30 | 21850 | 2 | NA | NA | Position | NA | NA | 2.849123e+04 |
2949 | 444 | 224697 | 383023 | 467046 | 13193 | 940 | NA | 8244 | Mean Airway Pressure | NA | Respiratory | 1.219368e+00 |
2982 | 642 | 225185 | 483446 | 255371 | 18684 | 1771 | NA | 12580 | Skin Care | NA | Treatments | 1.893112e+00 |
1251 | 3465 | 8521 | 359107 | 354862 | 4074 | 3917 | NA | NA | IV #1 [Location] | NA | NA | 1.011962e+00 |
2947 | 535 | 224695 | 236155 | 454192 | 12769 | 923 | NA | 8215 | Peak Insp. Pressure | NA | Respiratory | 1.923279e+00 |
443 | 2981 | 3420 | 6 | 673729 | 2 | 3087 | NA | NA | FiO2 | NA | NA | 1.122882e+05 |
769 | 3345 | 5814 | 17541 | 656171 | 138 | 6681 | NA | NA | CVP Alarm [Low] | NA | NA | 3.740784e+01 |
1257 | 8511 | 8548 | 17364 | 650448 | 133 | 6154 | NA | NA | CVP Alarm [High] | NA | NA | 3.745957e+01 |
2983 | 72 | 225187 | 360966 | 257927 | 17555 | 1774 | NA | 12607 | Back Care | NA | Treatments | 1.399489e+00 |
1246 | 1698 | 8492 | 307786 | 299598 | 8228 | 8193 | NA | NA | GI Tube #1 [Site] | NA | NA | 1.027330e+00 |
1148 | 190 | 7570 | 573606 | 2 | 14248 | 1 | NA | NA | FiO2 Set | NA | NA | 2.868030e+05 |
2814 | 1555 | 223876 | 2 | 455799 | 2 | 942 | NA | 8244 | Apnea Interval | NA | Respiratory | 2.278995e+05 |
2946 | 448 | 224687 | 36 | 450204 | 11 | 940 | NA | 8259 | Minute Volume | NA | Respiratory | 1.250567e+04 |
2945 | 683 | 224684 | 230723 | 209506 | 12736 | 843 | NA | 7744 | Tidal Volume (Set) | NA | Respiratory | 1.101272e+00 |
57 | 807 | 1455 | 436622 | 5 | 15981 | 3 | NA | NA | Fingerstick Glucose | Chemistry | NA | 8.732440e+04 |
2959 | 776 | 224828 | 270221 | 140198 | 15167 | 2401 | NA | 9200 | Arterial Base Excess | ABG | Labs | 1.927424e+00 |
1046 | 1047 | 6792 | 400221 | 90 | 13511 | 1 | NA | NA | Range of Motion | NA | NA | 4.446900e+03 |
641 | 1047 | 5159 | 400221 | 37 | 13511 | 1 | NA | NA | Range of Motion | NA | NA | 1.081678e+04 |
96 | 434 | 1664 | 391281 | 5 | 13229 | 3 | NA | NA | Low Exhaled Min Vol | NA | NA | 7.825620e+04 |
2979 | 183 | 225184 | 248003 | 125581 | 11484 | 1556 | NA | 11485 | Eye Care | NA | Treatments | 1.974845e+00 |
2952 | 2000 | 224738 | 143870 | 222354 | 1201 | 890 | NA | 7934 | Inspiratory Time | NA | Respiratory | 1.545520e+00 |
1256 | 659 | 8535 | 132483 | 198939 | 6129 | 4491 | NA | NA | Stool [Color] | NA | NA | 1.501619e+00 |
2683 | 814 | 220228 | 188568 | 137117 | 22251 | 3874 | NA | 15379 | Hemoglobin | Hematology | Labs | 1.375234e+00 |
1252 | 3466 | 8522 | 156270 | 154730 | 1143 | 1128 | NA | NA | IV #2 [Location] | NA | NA | 1.009953e+00 |
2692 | 1525 | 220615 | 153297 | 153010 | 17363 | 3899 | NA | 15414 | Creatinine | Chemistry | Labs | 1.001876e+00 |
3020 | 1162 | 225624 | 152539 | 152475 | 17358 | 3899 | NA | 15413 | BUN | NA | Labs | 1.000420e+00 |
2694 | 1532 | 220635 | 155337 | 147786 | 17003 | 3793 | NA | 14995 | Magnesium | Chemistry | Labs | 1.051094e+00 |
1119 | 578 | 7332 | 295302 | 12 | 12635 | 1 | NA | NA | Pressure Support | NA | NA | 2.460850e+04 |
930 | 578 | 6339 | 295302 | 1 | 12635 | 1 | NA | NA | Pressure Support | NA | NA | 2.953020e+05 |
175 | 50 | 1975 | 285263 | 15 | 9361 | 1 | NA | NA | Apnea Time Interval | NA | NA | 1.901753e+04 |
2685 | 1542 | 220546 | 138619 | 133356 | 17304 | 3877 | NA | 15377 | WBC | Hematology | Labs | 1.039466e+00 |
3036 | 1534 | 225677 | 134714 | 135440 | 17015 | 3679 | NA | 14382 | Phosphorous | Chemistry | Labs | 1.005389e+00 |
2948 | 543 | 224696 | 175482 | 75376 | 12314 | 748 | NA | 7035 | Plateau Pressure | NA | Respiratory | 2.328088e+00 |
2788 | 1704 | 223773 | 225758 | 23690 | 3384 | 117 | NA | 2050 | PA line cm Mark | NA | Hemodynamics | 9.529675e+00 |
1092 | 183 | 7166 | 248003 | 18 | 11484 | 1 | NA | NA | Eye Care | NA | NA | 1.377794e+04 |
241 | 183 | 2173 | 248003 | 12 | 11484 | 1 | NA | NA | Eye Care | NA | NA | 2.066692e+04 |
3028 | 816 | 225667 | 148637 | 80126 | 13328 | 2000 | NA | 7894 | Ionized Calcium | Chemistry | Labs | 1.855041e+00 |
3198 | 1533 | 227466 | 115354 | 99769 | 15905 | 3480 | NA | 13487 | PTT | Coags | Labs | 1.156211e+00 |
47 | 626 | 1373 | 202999 | 16 | 5899 | 1 | NA | NA | SVR | NA | NA | 1.268744e+04 |
3199 | 1530 | 227467 | 106808 | 93040 | 15774 | 3494 | NA | 13566 | INR | Coags | Labs | 1.147979e+00 |
1253 | 3467 | 8523 | 90252 | 89496 | 626 | 616 | NA | NA | IV #3 [Location] | NA | NA | 1.008447e+00 |
785 | 1162 | 5876 | 152539 | 1 | 17358 | 1 | NA | NA | BUN | NA | NA | 1.525390e+05 |
and below are the 50 pairs of ITEMID
s in which the number of occurrences of each pair is closest to equal and the total is >=100.
kable(head(iip.skewed, n=50))
itemid1 | itemid2 | count1 | count2 | cv.pat.n1 | cv.pat.n2 | mv.pat.n1 | mv.pat.n2 | label | cat1 | cat2 | skew | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
3020 | 1162 | 225624 | 152539 | 152475 | 17358 | 3899 | NA | 15413 | BUN | NA | Labs | 1.000420 |
2692 | 1525 | 220615 | 153297 | 153010 | 17363 | 3899 | NA | 15414 | Creatinine | Chemistry | Labs | 1.001876 |
3036 | 1534 | 225677 | 134714 | 135440 | 17015 | 3679 | NA | 14382 | Phosphorous | Chemistry | Labs | 1.005389 |
1254 | 3468 | 8524 | 35267 | 34975 | 249 | 242 | NA | NA | IV #4 [Location] | NA | NA | 1.008349 |
1253 | 3467 | 8523 | 90252 | 89496 | 626 | 616 | NA | NA | IV #3 [Location] | NA | NA | 1.008447 |
1252 | 3466 | 8522 | 156270 | 154730 | 1143 | 1128 | NA | NA | IV #2 [Location] | NA | NA | 1.009953 |
2693 | 817 | 220632 | 23374 | 23125 | 8032 | 1719 | NA | 5925 | LDH | Enzymes | Labs | 1.010768 |
1255 | 3469 | 8525 | 8470 | 8378 | 75 | 73 | NA | NA | IV #5 [Location] | NA | NA | 1.010981 |
1251 | 3465 | 8521 | 359107 | 354862 | 4074 | 3917 | NA | NA | IV #1 [Location] | NA | NA | 1.011962 |
388 | 1746 | 3098 | 493 | 499 | 17 | 7 | NA | NA | hi MV | NA | NA | 1.012170 |
2891 | 1623 | 224168 | 513562 | 507114 | 16499 | 2048 | NA | 15614 | Parameters Checked | NA | Alarms | 1.012715 |
1247 | 1699 | 8493 | 53989 | 53277 | 773 | 756 | NA | NA | GI Tube #2 [Site] | NA | NA | 1.013364 |
953 | 1603 | 6408 | 73 | 74 | 2 | 2 | NA | NA | multi podis boots | NA | NA | 1.013699 |
154 | 1311 | 1879 | 283 | 287 | 6 | 7 | NA | NA | XIGRIS | NA | NA | 1.014134 |
151 | 1066 | 1872 | 125 | 123 | 42 | 46 | NA | NA | shave | NA | NA | 1.016260 |
1053 | 1001 | 6851 | 789 | 803 | 11 | 12 | NA | NA | rotation | NA | NA | 1.017744 |
1 | 61 | 741 | 107 | 105 | 77 | 75 | NA | NA | AvDO2 | NA | NA | 1.019048 |
440 | 1663 | 3347 | 138 | 135 | 6 | 17 | NA | NA | Calcium gluconate | NA | NA | 1.022222 |
3038 | 1540 | 225693 | 2993 | 3062 | 2384 | 470 | NA | 1897 | Triglyceride | Chemistry | Labs | 1.023054 |
445 | 3734 | 3738 | 8251 | 8053 | 5262 | 5138 | NA | NA | BANDS | Heme/Coag | Heme/Coag | 1.024587 |
448 | 3768 | 3770 | 8364 | 8161 | 5319 | 5192 | NA | NA | LYMPHS | Heme/Coag | Heme/Coag | 1.024874 |
449 | 3771 | 3779 | 8364 | 8161 | 5319 | 5192 | NA | NA | MONOs | Heme/Coag | CSF | 1.024874 |
33 | 1102 | 1313 | 162 | 158 | 7 | 9 | NA | NA | high exhaled min vol | NA | NA | 1.025316 |
3202 | 1537 | 227469 | 112 | 115 | 97 | 22 | NA | 77 | Thrombin | Coags | Labs | 1.026786 |
1246 | 1698 | 8492 | 307786 | 299598 | 8228 | 8193 | NA | NA | GI Tube #1 [Site] | NA | NA | 1.027330 |
2698 | 1539 | 220650 | 807 | 785 | 701 | 155 | NA | 515 | Total Protein | Chemistry | Labs | 1.028026 |
378 | 2674 | 3052 | 69 | 67 | 2 | 2 | NA | NA | WAFFLE BOOT | NA | NA | 1.029851 |
472 | 4326 | 4340 | 65 | 67 | 65 | 67 | NA | NA | Hep B Vaccine | NA | NA | 1.030769 |
1080 | 2095 | 7033 | 126 | 130 | 4 | 4 | NA | NA | Octreotide | NA | NA | 1.031746 |
2933 | 763 | 224639 | 47979 | 46452 | 16553 | 1081 | NA | 9071 | Daily Weight | NA | General | 1.032873 |
234 | 2056 | 2131 | 117 | 121 | 6 | 4 | NA | NA | Nitric Oxide | NA | NA | 1.034188 |
778 | 2145 | 5841 | 57 | 59 | 2 | 4 | NA | NA | tpa | NA | NA | 1.035088 |
2685 | 1542 | 220546 | 138619 | 133356 | 17304 | 3877 | NA | 15377 | WBC | Hematology | Labs | 1.039466 |
635 | 4696 | 5114 | 49 | 51 | 2 | 2 | NA | NA | Calcium Glubionate | NA | NA | 1.040816 |
1004 | 4972 | 6536 | 49 | 51 | 3 | 3 | NA | NA | erythromycin | NA | NA | 1.040816 |
462 | 4225 | 4267 | 1008 | 1051 | 161 | 134 | NA | NA | Heparin flush | NA | NA | 1.042659 |
314 | 1898 | 2778 | 200 | 209 | 9 | 6 | NA | NA | pantoprazole | NA | NA | 1.045000 |
453 | 3725 | 4194 | 114 | 109 | 69 | 65 | NA | NA | ABG POTASSIUM | ABG’S | ABG’S | 1.045872 |
236 | 1419 | 2132 | 216 | 227 | 2 | 2 | NA | NA | FLOLAN | NA | NA | 1.050926 |
2694 | 1532 | 220635 | 155337 | 147786 | 17003 | 3793 | NA | 14995 | Magnesium | Chemistry | Labs | 1.051094 |
58 | 1104 | 1468 | 78 | 74 | 4 | 2 | NA | NA | HI/Minute/vol/alarm | NA | NA | 1.054054 |
1232 | 6556 | 8279 | 61 | 65 | 7 | 1 | NA | NA | Prednisolone drops | NA | NA | 1.065574 |
3186 | 1521 | 227456 | 24454 | 22945 | 8052 | 1927 | NA | 6537 | Albumin | Chemistry | Labs | 1.065766 |
3024 | 796 | 225639 | 21869 | 20425 | 8972 | 1914 | NA | 6860 | Differential-Basos | Hematology | Labs | 1.070698 |
3027 | 799 | 225642 | 21871 | 20425 | 8972 | 1914 | NA | 6860 | Differential-Monos | Hematology | Labs | 1.070796 |
3025 | 797 | 225640 | 21870 | 20424 | 8972 | 1914 | NA | 6860 | Differential-Eos | Hematology | Labs | 1.070799 |
3026 | 798 | 225641 | 21872 | 20425 | 8972 | 1914 | NA | 6860 | Differential-Lymphs | Hematology | Labs | 1.070845 |
465 | 4217 | 4279 | 460 | 493 | 49 | 52 | NA | NA | Hep Flush | NA | NA | 1.071739 |
1258 | 8518 | 8549 | 1687655 | 1810587 | 5219 | 14496 | NA | NA | HR Alarm [High] | NA | NA | 1.072842 |
770 | 3450 | 5815 | 1687926 | 1812919 | 5219 | 14498 | NA | NA | HR Alarm [Low] | NA | NA | 1.074051 |
We can examine the distributions of commonly-occurring items to see how well they correlate. For example, here is a comparison of the cumulative distributions of BUN values (ITEMID
s 1162 and 225624). We expect them to be very similar, almost identical density plots or histograms. Note that we do need to eliminate non-sense outlier values such as negative creatinines or BUN.
library(ggplot2)
compare.dist = function(itemid1, itemid2, top=1000, bot=0, h=TRUE) {
items = dbGetQuery(con, paste("select itemid, valuenum from chartevents where itemid in (", itemid1, ",", itemid2, ") and valuenum is not null and valuenum <= ", top, " and valuenum >= ", bot, sep=""))
items$itemid = as.character(items$itemid)
# xitems <<- items
title = chart.items[chart.items$itemid==itemid1,"label"]
bw = (max(items$valuenum) - min(items$valuenum)) / 30
if (h) {
ggplot(items, aes(valuenum, fill = itemid)) + ggtitle(title) + geom_histogram(alpha = 0.5, aes(y = ..density..), position = 'identity', binwidth = bw)
}
else ggplot(items, aes(valuenum, fill = itemid)) + geom_density(alpha = 0.2) + ggtitle(title)
#
}
compare.dist(1162, 225624, 250)
compare.dist(1525, 220615, 10)
compare.dist(1534, 225677, 35)
compare.dist(817, 220632)
compare.dist(211, 220045, 250)
compare.dist(618, 220210, 60)
compare.dist(506, 220339, 30)
compare.dist(444, 224697, 50)
compare.dist(535, 224695, 60)
compare.dist(683, 224684)
compare.dist(776, 224828, 25)
compare.dist(2000, 224738, 2)
compare.dist(814, 220228, 20, 5)
compare.dist(1532, 220635, 4)
compare.dist(1542, 220546, 60)
compare.dist(1704, 223773, 100)
compare.dist(816, 225667, 2)
And indeed, that is what we see for BUN, Creatinine, Phosphorus, LDH, etc. Therefore, it may be reasonable to conclude that these ITEMID
s are equivalent. However, the distribution of Heart Rates is oddly different, with a large density of fast heart rates over 150 in 211, but not in 220045. All the 211 values come from Careview patients, and the vast majority of 220045 values (15645/17714) come from Metavision. (The remainder may also, but for patients who got SUBJECT_ID
s earlier in Careview.)
We now turn to exploring D_LABITEMS and the LABEVENTS they index.
labitems = dbGetQuery(con, "select * from d_labitems")
labitems.summary = dbGetQuery(con, "select category, fluid, count(*) c, group_concat(label separator ', ') from d_labitems group by category, fluid order by category, fluid")
kable(labitems.summary)
category | fluid | c | group_concat(label separator ‘,’) |
---|---|---|---|
BLOOD GAS | BLOOD | 30 | SPECIMEN TYPE, ALVEOLAR-ARTERIAL GRADIENT, BASE EXCESS, CALCULATED BICARBONATE, WHOLE BLOOD, CALCULATED TOTAL CO2, CARBOXYHEMOGLOBIN, CHLORIDE, WHOLE BLOOD, COMMENTS, FREE CALCIUM, GLUCOSE, HEMATOCRIT, CALCULATED, HEMOGLOBIN, INTUBATED, LACTATE, METHEMOGLOBIN, O2 FLOW, OXYGEN, OXYGEN SATURATION, PCO2, PEEP, PH, PO2, POTASSIUM, WHOLE BLOOD, REQUIRED O2, SODIUM, WHOLE BLOOD, TEMPERATURE, TIDAL VOLUME, VENTILATION RATE, VENTILATOR, VOIDED SPECIMEN |
BLOOD GAS | OTHER BODY FLUID | 7 | FLUID TYPE, PCO2, BODY FLUID, PH, PO2, BODY FLUID, POTASSIUM, SODIUM, BODY FLUID, VOIDED SPECIMEN |
CHEMISTRY | ASCITES | 18 | ALBUMIN, ASCITES, AMYLASE, ASCITES, BICARBONATE, ASCITES, BILIRUBIN, TOTAL, ASCITES, CHLORIDE, ASCITES, CHOLESTEROL, ASCITES, CREATININE, ASCITES, GLUCOSE, ASCITES, LACTATE DEHYDROGENASE, ASCITES, LIPASE, ASCITES, MISCELLANEOUS, ASCITES, OSMOLALITY, ASCITES, POTASSIUM, ASCITES, SODIUM, ASCITES, TOTAL PROTEIN, ASCITES, TRIGLYCERIDES, ASCITES, UREA NITROGEN, ASCITES, VOIDED SPECIMEN |
CHEMISTRY | BLOOD | 169 | % HEMOGLOBIN A1C, 25-OH VITAMIN D, ABSOLUTE A1C, ABSOLUTE HEMOGLOBIN, ACETAMINOPHEN, ACETONE, ACID PHOSPHATASE, ACID PHOSPHATASE, NON-PROSTATIC, AFP, MATERNAL SCREEN, ALANINE AMINOTRANSFERASE (ALT), ALBUMIN, ALKALINE PHOSPHATASE, ALPHA-FETOPROTEIN, AMIKACIN, AMMONIA, AMYLASE, ANION GAP, ANTI-DGP (IGA/IGG), ANTI-GLIADIN ANTIBODY, IGA, ANTI-MITOCHONDRIAL ANTIBODY, ANTI-NEUTROPHIL CYTOPLASMIC ANTIBODY, ANTI-NUCLEAR ANTIBODY, ANTI-NUCLEAR ANTIBODY, TITER, ANTI-PARIETAL CELL ANTIBODY, ANTI-SMOOTH MUSCLE ANTIBODY, ANTI-THYROGLOBULIN ANTIBODIES, ASPARATE AMINOTRANSFERASE (AST), BARBITURATE SCREEN, BENZODIAZEPINE SCREEN, BETA-2 MICROGLOBULIN, BICARBONATE, BILIRUBIN, DIRECT, BILIRUBIN, INDIRECT, BILIRUBIN, TOTAL, BLOOD CULTURE HOLD, BLUE TOP HOLD, BLUE TOP HOLD FROZEN, C-REACTIVE PROTEIN, C3, C4, CA-125, CALCIUM, TOTAL, CALCULATED FREE TESTOSTERONE, CALCULATED TBG, CALCULATED THYROXINE (T4) INDEX, CALL, CANCER ANTIGEN 27.29, CARBAMAZEPINE, CARCINOEMBYRONIC ANTIGEN (CEA), CENTROMERE, CHLORIDE, CHOLESTEROL RATIO (TOTAL/ |
CHEMISTRY | CEREBROSPINAL FLUID (CSF) | 8 | |
CHEMISTRY | CSF | 1 | VOIDED SPECIMEN |
CHEMISTRY | JOINT FLUID | 6 | ALBUMIN, JOINT FLUID, AMYLASE, JOINT FLUID, CREATININE, JOINT FLUID, GLUCOSE, JOINT FLUID, LD, JOINT FLUID, TOTAL PROTEIN, JOINT FLUID |
CHEMISTRY | OTHER BODY FLUID | 25 | PG, AF-AFP, ALBUMIN, BODY FLUID, AMYLASE, BODY FLUID, BICARBONATE, OTHER FLUID, BILIRUBIN, TOTAL, BODY FLUID, CALCIUM, BODY FLUID, CHLORIDE, BODY FLUID, CHOLESTEROL, BODY FLUID, CREATININE, BODY FLUID, FETALFN, GLUCOSE, BODY FLUID, LD, BODY FLUID, VOIDED SPECIMEN, LIPASE, BODY FLUID, MAGNESIUM, BODY FLUID, MISCELLANEOUS, BODY FLUID, OSMOLALITY, BODY FLUID, PHOSPHATE, BODY FLUID, POTASSIUM, BODY FLUID, SODIUM, BODY FLUID, TOTAL PROTEIN, BODY FLUID, SURFACTANT ALBUMIN RATIO, TRIGLYCER, UREA NITROGEN, BODY FLUID |
CHEMISTRY | PLEURAL | 15 | MISCELLANEOUS, PLEURAL, POTASSIUM, PLEURAL, SODIUM, PLEURAL, TOTAL PROTEIN, PLEURAL, TRIGLYCERIDES, PLEURAL, ALBUMIN, PLEURAL, AMYLASE, PLEURAL, BICARBONATE, PLEURAL, BILIRUBIN, TOTAL, PLEURAL, CHLORIDE, PLEURAL, CHOLESTEROL, PLEURAL, CREATININE, PLEURAL, GLUCOSE, PLEURAL, LACTATE DEHYDROGENASE, PLEURAL, LIPASE, PLEURAL |
CHEMISTRY | STOOL | 6 | BICARBONATE, STOOL, CHLORIDE, STOOL, OSMOLALITY, STOOL, POTASSIUM, STOOL, SODIUM, STOOL, VOIDED SPECIMEN |
CHEMISTRY | URINE | 47 | 24 HR CALCIUM, 24 HR CREATININE, 24 HR PROTEIN, ALBUMIN, URINE, ALBUMIN/CREATININE, URINE, AMPHETAMINE SCREEN, URINE, AMYLASE, URINE, AMYLASE/CREATININE RATIO, URINE, BARBITURATE SCREEN, URINE, BENZODIAZEPINE SCREEN, URINE, BICARBONATE, URINE, CALCIUM, URINE, CHLORIDE, URINE, COCAINE, URINE, CREATININE CLEARANCE, CREATININE, SERUM, CREATININE, URINE, ETHANOL, URINE, GLUCOSE, URINE, HCG, URINE, QUALITATIVE, IMMUNOFIXATION, URINE, LENGTH OF URINE COLLECTION, MAGNESIUM, URINE, MARIJUANA, METHADONE, URINE, MYOGLOBIN, URINE, OPIATE SCREEN, URINE, OSMOLALITY, URINE, PH, PHOSPHATE, URINE, PORPHOBILINOGEN SCREEN, POTASSIUM, URINE, PROT. ELECTROPHORESIS, URINE, PROTEIN/CREATININE RATIO, SODIUM, URINE, TOTAL COLLECTION TIME, TOTAL PROTEIN, URINE, UHOLD, UREA NITROGEN, URINE, URIC ACID, URINE, URINE CREATININE, URINE TUBE, HELD, URINE VOLUME, URINE VOLUME, TOTAL, GR HOLD, STDYURINE, VOIDED SPECIMEN |
HEMATOLOGY | ASCITES | 20 | ATYPICAL LYMPHOCYTES, BANDS, BASOPHILS, BLASTS, EOSINOPHILS, HEMATOCRIT, ASCITES, LYMPHOCYTES, MACROPHAGE, MESOTHELIAL CELL, METAMYELOCYTES, MONOCYTES, MYELOCYTES, NUCLEATED RBC, OTHER, PLASMA, POLYS, PROMYELOCYTES, RBC, ASCITES, WBC, ASCITES, YOUNG |
HEMATOLOGY | BLOOD | 177 | ABSOLUTE CD3 COUNT, ABSOLUTE CD4 COUNT, ABSOLUTE CD8 COUNT, ABSOLUTE LYMPHOCYTE COUNT, ACANTHOCYTES, ADP, ALPHA ANTIPLASMIN, ANISOCYTOSIS, ANTICARDIOLIPIN ANTIBODY IGG, ANTICARDIOLIPIN ANTIBODY IGM, ANTITHROMBIN, APT TEST, ARACHADONIC ACID, ATYPICAL LYMPHOCYTES, BANDS, BASOPHILIC STIPPLING, BASOPHILS, BITE CELLS, BLASTS, BLEEDING TIME, BLOOD PARASITE SMEAR, BURR CELLS, CD10, CD103, CD117, CD11C, CD13, CD138, CD14, CD15, CD15/56, CD16, CD16/56 ABSOLUTE COUNT, CD16/56%, CD19, CD19 %, CD19 ABSOLUTE COUNT, CD2, CD20, CD20 %, CD20 ABSOLUTE COUNT, CD22, CD23, CD25, CD3 %, CD3 ABSOLUTE COUNT, CD3 CELLS, PERCENT, CD33, CD34, CD38, CD4 CELLS, PERCENT, CD4/CD8 RATIO, CD41, CD45, CD5, CD5 %, CD5 ABSOLUTE COUNT, CD55, CD56, CD57, CD59, CD64, CD7, CD71, CD8 CELLS, PERCENT, COLLAGEN, D-DIMER, ELLIPTOCYTES, ENVELOPE CELLS, EOSINOPHIL COUNT, EOSINOPHILS, EPINEPHERINE, FACTOR II, FACTOR IX, FACTOR V, FACTOR VII, FACTOR VIII, FACTOR VIII INHIBITOR, FACTOR X, FACTOR XI, FACTOR XII, FACTOR XIII, FETAL HEMOGLOBIN, FIBRIN DEGRADAT |
HEMATOLOGY | BONE MARROW | 40 | CD16/56, CD19, CD2, CD20, CD22, CD23, CD25, CD3, CD33, CD34, CD38, CD4, CD41, CD45, CD5, CD55, CD56, CD57, CD59, CD64, CD7, CD71, CD8, FMC-7, GLYCO A, HLA-DR, IMMUNOPHENOTYPING, IRON STAIN, KAPPA, LAMBDA, WRIGHT GIEMSA, CD10, CD103, CD117, CD11C, CD13, CD138, CD14, CD15, CD16 |
HEMATOLOGY | CEREBROSPINAL FLUID (CSF) | 22 | ATYPICAL LYMPHOCYTES, BANDS, BASOPHILS, BLASTS, EOSINOPHILS, HEMATOCRIT, CSF, HYPERSEGMENTED NEUTROPHILS, IMMUNOPHENOTYPING, LYMPHS, MACROPHAGE, MESOTHELIAL CELLS, METAMYELOCYTES, MONOCYTES, MYELOCYTES, NRBC, OTHER, PLASMA, POLYS, PROMYELOCYTES, RBC, CSF, WBC, CSF, YOUNG |
HEMATOLOGY | JOINT FLUID | 22 | ATYPICAL LYMPHOCYTES, BANDS, BASOPHILS, EOSINOPHILS, HEMATOCRIT, JOINT FLUID, JOINT CRYSTALS, BIREFRINGENCE, JOINT CRYSTALS, COMMENT, JOINT CRYSTALS, LOCATION, JOINT CRYSTALS, NUMBER, JOINT CRYSTALS, SHAPE, LYMPHOCYTES, MACROPHAGE, MESOTHELIAL CELLS, METAMYELOCYTES, MONOCYTES, NRBC, OTHER, POLYS, RBC, JOINT FLUID, WBC, JOINT FLUID, MYELOS, VOIDED SPECIMEN |
HEMATOLOGY | OTHER BODY FLUID | 59 | ATYPICAL LYMPHOCYTES, BANDS, BASOPHILS, CD10, CD103, CD117, CD11C, CD13, CD138, CD14, CD15, CD16, CD16/56, CD19, CD2, CD20, CD22, CD23, CD25, CD3, CD33, CD34, CD38, CD4, CD4/CD8 RATIO, CD41, CD45, CD5, CD56, CD57, CD64, CD7, CD71, CD8, EOSINOPHILS, FMC-7, GLYCO A, HEMATOCRIT, OTHER FLUID, HLA-DR, IMMUNOPHENOTYPING, KAPPA, LAMBDA, LYMPHOCYTES, MACROPHAGE, MESOTHELIAL CELLS, METAMYELOCYTES, MONOS, MYELOCYTES, NRBC, OTHER CELL, PLASMA, POLYS, PROMYELOCYTES, RBC, OTHER FLUID, WBC, OTHER FLUID, CD55, CD59, TDT, VOIDED SPECIMEN |
HEMATOLOGY | PLEURAL | 20 | ATYPICAL LYMPHOCYTES, BANDS, BASOPHILS, BLASTS, EOSINOPHILS, HEMATOCRIT, PLEURAL, LYMPHOCYTES, MACROPHAGES, MESOTHELIAL CELLS, METAMYELOCYTES, MONOS, MYELOCYTES, NRBC, OTHER, PLASMA CELLS, POLYS, PROMYELOCYTES, RBC, PLEURAL, WBC, PLEURAL, YOUNG CELLS |
HEMATOLOGY | STOOL | 1 | BLOOD, OCCULT |
HEMATOLOGY | URINE | 62 | AMMONIUM BIURATE, AMORPHOUS CRYSTALS, BACTERIA, BILIRUBIN, BILIRUBIN CRYSTALS, BLOOD, BROAD CASTS, CALCIUM CARBONATE CRYSTALS, CALCIUM OXALATE CRYSTALS, CALCIUM PHOSPHATE CRYSTALS, CELLULAR CAST, CHOLESTEROL CRYSTALS, CYSTEINE CRYSTALS, EOSINOPHILS, EPITHELIAL CASTS, EPITHELIAL CELLS, FREE FAT, GLUCOSE, GRANULAR CASTS, HEMATOCRIT, HEMOSIDERIN, HYALINE CASTS, HYPHENATED YEAST, KETONE, LEUCINE CRYSTALS, LEUKOCYTES, NITRITE, NON-SQUAMOUS EPITHELIAL CELLS, NONSQUAMOUS EPITHELIAL CELL, OVAL FAT BODY, PH, PROTEIN, RBC, RBC CASTS, RBC CLUMPS, REDUCING SUBSTANCES, URINE, RENAL EPITHELIAL CELLS, SPECIFIC GRAVITY, SPERM, SULFONAMIDES, TRANSITIONAL EPITHELIAL CELLS, TRICHOMONAS, TRIPLE PHOSPHATE CRYSTALS, TYROSINE CRYSTALS, URIC ACID CRYSTALS, URINE APPEARANCE, URINE CASTS, OTHER, URINE COLOR, URINE COMMENTS, URINE CRYSTALS, OTHER, URINE FAT BODIES, URINE MUCOUS, URINE SPECIMEN TYPE, UROBILINOGEN, WAXY CASTS, WBC, WBC CASTS, WBC CLUMPS, YEAST, FATTY, PROBLEM SPECIMEN, VOIDED SPECIMEN |
There are 755 D_LABITEMS
, but only 590 distinct labels. Therefore, we investigate, as we did for chart items, situations in which multiple IDs exist for identical labels.
labitems.same.label <- dbGetQuery(con, "select x.itemid as itemid1, y.itemid as itemid2, x.label as label, x.category as cat1, x.fluid as fluid1, y.category as cat2, y.fluid as fluid2, x.loinc_code as loinc1, y.loinc_code as loinc2 from d_labitems x join d_labitems y on x.label=y.label where x.itemid<y.itemid order by x.itemid")
## Warning in .local(conn, statement, ...): Unsigned INTEGER in col 0 imported
## as numeric
## Warning in .local(conn, statement, ...): Unsigned INTEGER in col 1 imported
## as numeric
labitems.identical <- dbGetQuery(con, "select x.itemid as itemid1, y.itemid as itemid2, x.label as label, x.category as category, x.fluid as fluid, x.loinc_code as loinc1, y.loinc_code as loinc2 from d_labitems x join d_labitems y on x.label=y.label and x.category=y.category and x.fluid=y.fluid where x.itemid<y.itemid order by x.itemid")
## Warning in .local(conn, statement, ...): Unsigned INTEGER in col 0 imported
## as numeric
## Warning in .local(conn, statement, ...): Unsigned INTEGER in col 1 imported
## as numeric
Although there are numerous lab items with the same label, the combination of {label, fluid, category} is unique in this table. Therefore, we don’t seem to have the same problem as with D_ITEMS
, where multiple item numbers represent the same data.
if (exists("labitems.per.pat")) {
} else if (file.exists("lab-items.csv")) {
labitems.per.pat = read.csv("lab-items.csv", row.names = 1)
labitems.per.pat$LABEL = as.character(labitems.per.pat$LABEL)
labitems.per.pat$FLUID = as.character(labitems.per.pat$FLUID)
labitems.per.pat$CATEGORY = as.character(labitems.per.pat$CATEGORY)
labitems.per.pat$LOINC_CODE = as.character(labitems.per.pat$LOINC_CODE)
print("lab-items.csv read.")
} else {
labitems.per.pat = dbGetQuery(con, "select itemid, count(*) count from labevents group by itemid")
labitems.per.mv = dbGetQuery(con, "select itemid, count(*) mvcount, count(distinct subject_id) mvpat from labevents where subject_id>=40000 group by itemid")
labitems.per.cv = dbGetQuery(con, "select itemid, count(*) cvcount, count(distinct subject_id) cvpat from labevents where subject_id<40000 group by itemid")
labitems.per.pat = merge(labitems, labitems.per.pat, by.x="ITEMID", by.y="itemid")
labitems.per.pat = merge(labitems.per.pat, labitems.per.cv, by.x="ITEMID", by.y="itemid", all=TRUE)
labitems.per.pat = merge(labitems.per.pat, labitems.per.mv, by.x="ITEMID", by.y="itemid", all=TRUE)
}
## [1] "lab-items.csv read."
if (!file.exists("lab-items.csv")) {
write.csv(labitems.per.pat, "lab-items.csv")
print("lab-items.csv written.")
}
kable(labitems.per.pat)
ITEMID | ROW_ID | LABEL | FLUID | CATEGORY | LOINC_CODE | count | cvcount | cvpat | mvcount | mvpat |
---|---|---|---|---|---|---|---|---|---|---|
50800 | 1 | SPECIMEN TYPE | BLOOD | BLOOD GAS | NA | 404785 | 354824 | 20023 | 49961 | 3796 |
50801 | 2 | ALVEOLAR-ARTERIAL GRADIENT | BLOOD | BLOOD GAS | 19991-9 | 22016 | 17495 | 7079 | 4521 | 2320 |
50802 | 3 | BASE EXCESS | BLOOD | BLOOD GAS | 11555-0 | 490695 | 360985 | 20440 | 129710 | 10987 |
50803 | 4 | CALCULATED BICARBONATE, WHOLE BLOOD | BLOOD | BLOOD GAS | 1959-6 | 9246 | 5875 | 4305 | 3371 | 2839 |
50804 | 5 | CALCULATED TOTAL CO2 | BLOOD | BLOOD GAS | 1959-6 | 490685 | 360982 | 20441 | 129703 | 10986 |
50805 | 6 | CARBOXYHEMOGLOBIN | BLOOD | BLOOD GAS | 20563-3 | 2056 | 1327 | 1159 | 729 | 663 |
50806 | 7 | CHLORIDE, WHOLE BLOOD | BLOOD | BLOOD GAS | 2069-3 | 48187 | 28678 | 10580 | 19509 | 7928 |
50808 | 9 | FREE CALCIUM | BLOOD | BLOOD GAS | 1994-3 | 249111 | 178092 | 15810 | 71019 | 9118 |
50809 | 10 | GLUCOSE | BLOOD | BLOOD GAS | 2339-0 | 196734 | 142715 | 15155 | 54019 | 8903 |
50810 | 11 | HEMATOCRIT, CALCULATED | BLOOD | BLOOD GAS | 20570-8 | 89715 | 64306 | 14283 | 25409 | 7415 |
50811 | 12 | HEMOGLOBIN | BLOOD | BLOOD GAS | 718-7 | 89712 | 64303 | 14283 | 25409 | 7415 |
50812 | 13 | INTUBATED | BLOOD | BLOOD GAS | NA | 163680 | 147737 | 17738 | 15943 | 3027 |
50813 | 14 | LACTATE | BLOOD | BLOOD GAS | 32693-4 | 187124 | 113306 | 16092 | 73818 | 12293 |
50814 | 15 | METHEMOGLOBIN | BLOOD | BLOOD GAS | 2614-6 | 2047 | 1331 | 1100 | 716 | 603 |
50815 | 16 | O2 FLOW | BLOOD | BLOOD GAS | 3151-8 | 12307 | 9876 | 5399 | 2431 | 1655 |
50816 | 17 | OXYGEN | BLOOD | BLOOD GAS | 19994-3 | 127978 | 104537 | 13139 | 23441 | 4989 |
50817 | 18 | OXYGEN SATURATION | BLOOD | BLOOD GAS | 20564-1 | 173419 | 131901 | 13490 | 41518 | 6995 |
50818 | 19 | PCO2 | BLOOD | BLOOD GAS | 11557-6 | 490638 | 360946 | 20439 | 129692 | 10985 |
50819 | 20 | PEEP | BLOOD | BLOOD GAS | 20077-4 | 86921 | 67623 | 8812 | 19298 | 3818 |
50820 | 21 | PH | BLOOD | BLOOD GAS | 11558-4 | 530796 | 391055 | 21004 | 139741 | 11473 |
50821 | 22 | PO2 | BLOOD | BLOOD GAS | 11556-8 | 490672 | 360955 | 20439 | 129717 | 10985 |
50822 | 23 | POTASSIUM, WHOLE BLOOD | BLOOD | BLOOD GAS | 6298-4 | 192946 | 141058 | 16412 | 51888 | 9568 |
50823 | 24 | REQUIRED O2 | BLOOD | BLOOD GAS | NA | 22057 | 17533 | 7083 | 4524 | 2319 |
50824 | 25 | SODIUM, WHOLE BLOOD | BLOOD | BLOOD GAS | 2947-0 | 71503 | 47988 | 13494 | 23515 | 8170 |
50825 | 26 | TEMPERATURE | BLOOD | BLOOD GAS | NA | 129454 | 98910 | 11498 | 30544 | 5412 |
50826 | 27 | TIDAL VOLUME | BLOOD | BLOOD GAS | 20112-9 | 83808 | 67019 | 9828 | 16789 | 3910 |
50827 | 28 | VENTILATION RATE | BLOOD | BLOOD GAS | NA | 77611 | 70305 | 11024 | 7306 | 1495 |
50828 | 29 | VENTILATOR | BLOOD | BLOOD GAS | NA | 60544 | 54781 | 12287 | 5763 | 1933 |
50829 | 30 | FLUID TYPE | OTHER BODY FLUID | BLOOD GAS | 14725-6 | 342 | 342 | 263 | NA | NA |
50830 | 31 | PCO2, BODY FLUID | OTHER BODY FLUID | BLOOD GAS | 2023-0 | 43 | 43 | 21 | NA | NA |
50831 | 32 | PH | OTHER BODY FLUID | BLOOD GAS | 2748-2 | 1442 | 979 | 764 | 463 | 366 |
50832 | 33 | PO2, BODY FLUID | OTHER BODY FLUID | BLOOD GAS | 2706-0 | 13 | 13 | 10 | NA | NA |
50833 | 34 | POTASSIUM | OTHER BODY FLUID | BLOOD GAS | 2821-7 | 2 | 2 | 2 | NA | NA |
50834 | 35 | SODIUM, BODY FLUID | OTHER BODY FLUID | BLOOD GAS | 2950-4 | 1 | 1 | 1 | NA | NA |
50835 | 36 | ALBUMIN, ASCITES | ASCITES | CHEMISTRY | 1749-1 | 1592 | 1103 | 554 | 489 | 255 |
50836 | 37 | AMYLASE, ASCITES | ASCITES | CHEMISTRY | 1797-0 | 1059 | 663 | 446 | 396 | 259 |
50837 | 38 | BICARBONATE, ASCITES | ASCITES | CHEMISTRY | 54360-3 | 43 | 28 | 21 | 15 | 10 |
50838 | 39 | BILIRUBIN, TOTAL, ASCITES | ASCITES | CHEMISTRY | 14422-0 | 784 | 489 | 302 | 295 | 207 |
50839 | 40 | CHLORIDE, ASCITES | ASCITES | CHEMISTRY | 33366-6 | 45 | 27 | 22 | 18 | 12 |
50840 | 41 | CHOLESTEROL, ASCITES | ASCITES | CHEMISTRY | 14441-0 | 7 | 2 | 2 | 5 | 5 |
50841 | 42 | CREATININE, ASCITES | ASCITES | CHEMISTRY | 12191-3 | 520 | 312 | 220 | 208 | 136 |
50842 | 43 | GLUCOSE, ASCITES | ASCITES | CHEMISTRY | 2347-3 | 1186 | 741 | 450 | 445 | 268 |
50843 | 44 | LACTATE DEHYDROGENASE, ASCITES | ASCITES | CHEMISTRY | 2531-2 | 1243 | 771 | 467 | 472 | 288 |
50844 | 45 | LIPASE, ASCITES | ASCITES | CHEMISTRY | 32722-1 | 14 | 10 | 6 | 4 | 4 |
50845 | 46 | MISCELLANEOUS, ASCITES | ASCITES | CHEMISTRY | NA | 8 | 7 | 6 | 1 | 1 |
50846 | 47 | OSMOLALITY, ASCITES | ASCITES | CHEMISTRY | 2691-4 | 2 | 2 | 2 | NA | NA |
50847 | 48 | POTASSIUM, ASCITES | ASCITES | CHEMISTRY | 49789-1 | 48 | 30 | 25 | 18 | 13 |
50848 | 49 | SODIUM, ASCITES | ASCITES | CHEMISTRY | 49790-9 | 58 | 38 | 32 | 20 | 13 |
50849 | 50 | TOTAL PROTEIN, ASCITES | ASCITES | CHEMISTRY | 2883-7 | 1805 | 1143 | 571 | 662 | 351 |
50850 | 51 | TRIGLYCERIDES, ASCITES | ASCITES | CHEMISTRY | 14447-7 | 106 | 55 | 39 | 51 | 45 |
50851 | 52 | UREA NITROGEN, ASCITES | ASCITES | CHEMISTRY | 12265-5 | 16 | 14 | 11 | 2 | 2 |
50852 | 53 | % HEMOGLOBIN A1C | BLOOD | CHEMISTRY | 4548-4 | 16618 | 12128 | 6006 | 4490 | 3732 |
50853 | 54 | 25-OH VITAMIN D | BLOOD | CHEMISTRY | NA | 74 | 7 | 7 | 67 | 62 |
50854 | 55 | ABSOLUTE A1C | BLOOD | CHEMISTRY | 4548-4 | 3791 | 3791 | 2336 | NA | NA |
50855 | 56 | ABSOLUTE HEMOGLOBIN | BLOOD | CHEMISTRY | 718-7 | 3791 | 3791 | 2336 | NA | NA |
50856 | 57 | ACETAMINOPHEN | BLOOD | CHEMISTRY | 3297-9 | 9560 | 7579 | 5037 | 1981 | 1430 |
50857 | 58 | ACETONE | BLOOD | CHEMISTRY | 5567-3 | 1409 | 1329 | 867 | 80 | 74 |
50858 | 59 | ACID PHOSPHATASE | BLOOD | CHEMISTRY | 1715-2 | 7 | 7 | 7 | NA | NA |
50859 | 60 | ACID PHOSPHATASE, NON-PROSTATIC | BLOOD | CHEMISTRY | NA | 12 | 12 | 12 | NA | NA |
50860 | 61 | AFP, MATERNAL SCREEN | BLOOD | CHEMISTRY | NA | 8 | 8 | 7 | NA | NA |
50861 | 62 | ALANINE AMINOTRANSFERASE (ALT) | BLOOD | CHEMISTRY | 1742-6 | 219475 | 148516 | 18852 | 70959 | 11359 |
50862 | 63 | ALBUMIN | BLOOD | CHEMISTRY | 1751-7 | 146697 | 105045 | 17590 | 41652 | 10469 |
50863 | 64 | ALKALINE PHOSPHATASE | BLOOD | CHEMISTRY | 6768-6 | 207860 | 139438 | 18867 | 68422 | 11195 |
50864 | 65 | ALPHA-FETOPROTEIN | BLOOD | CHEMISTRY | 1834-1 | 2779 | 2137 | 936 | 642 | 422 |
50865 | 66 | AMIKACIN | BLOOD | CHEMISTRY | NA | 148 | 54 | 5 | 94 | 18 |
50866 | 67 | AMMONIA | BLOOD | CHEMISTRY | 16362-6 | 3908 | 2914 | 1512 | 994 | 652 |
50867 | 68 | AMYLASE | BLOOD | CHEMISTRY | 1798-8 | 63664 | 52843 | 14045 | 10821 | 4318 |
50868 | 69 | ANION GAP | BLOOD | CHEMISTRY | 1863-0 | 769895 | 531184 | 25560 | 238711 | 15609 |
50869 | 70 | ANTI-DGP (IGA/IGG) | BLOOD | CHEMISTRY | NA | 11 | 3 | 3 | 8 | 8 |
50870 | 71 | ANTI-GLIADIN ANTIBODY, IGA | BLOOD | CHEMISTRY | 7893-1 | 15 | 15 | 15 | NA | NA |
50871 | 72 | ANTI-MITOCHONDRIAL ANTIBODY | BLOOD | CHEMISTRY | 14236-4 | 394 | 291 | 263 | 103 | 100 |
50872 | 73 | ANTI-NEUTROPHIL CYTOPLASMIC ANTIBODY | BLOOD | CHEMISTRY | 35279-9 | 794 | 668 | 561 | 126 | 113 |
50873 | 74 | ANTI-NUCLEAR ANTIBODY | BLOOD | CHEMISTRY | 5047-6 | 2010 | 1676 | 1376 | 334 | 308 |
50874 | 75 | ANTI-NUCLEAR ANTIBODY, TITER | BLOOD | CHEMISTRY | 8061-4 | 565 | 488 | 400 | 77 | 72 |
50875 | 76 | ANTI-PARIETAL CELL ANTIBODY | BLOOD | CHEMISTRY | 26969-6 | 16 | 14 | 14 | 2 | 2 |
50876 | 77 | ANTI-SMOOTH MUSCLE ANTIBODY | BLOOD | CHEMISTRY | 14252-1 | 399 | 289 | 262 | 110 | 103 |
50877 | 78 | ANTI-THYROGLOBULIN ANTIBODIES | BLOOD | CHEMISTRY | 5380-1 | 266 | 220 | 158 | 46 | 38 |
50878 | 79 | ASPARATE AMINOTRANSFERASE (AST) | BLOOD | CHEMISTRY | 1920-8 | 219465 | 148653 | 18765 | 70812 | 11359 |
50879 | 80 | BARBITURATE SCREEN | BLOOD | CHEMISTRY | 3376-1 | 11761 | 7776 | 5144 | 3985 | 3395 |
50880 | 81 | BENZODIAZEPINE SCREEN | BLOOD | CHEMISTRY | 42662-7 | 11823 | 7812 | 5156 | 4011 | 3399 |
50881 | 82 | BETA-2 MICROGLOBULIN | BLOOD | CHEMISTRY | 32731-2 | 352 | 178 | 80 | 174 | 103 |
50882 | 83 | BICARBONATE | BLOOD | CHEMISTRY | 1963-8 | 780733 | 540243 | 25576 | 240490 | 15609 |
50883 | 84 | BILIRUBIN, DIRECT | BLOOD | CHEMISTRY | 1968-7 | 45205 | 39423 | 10936 | 5782 | 2235 |
50884 | 85 | BILIRUBIN, INDIRECT | BLOOD | CHEMISTRY | 1971-1 | 44385 | 38896 | 10774 | 5489 | 2142 |
50885 | 86 | BILIRUBIN, TOTAL | BLOOD | CHEMISTRY | 1975-2 | 238277 | 167744 | 24466 | 70533 | 11211 |
50886 | 87 | BLOOD CULTURE HOLD | BLOOD | CHEMISTRY | NA | 188 | 188 | 167 | NA | NA |
50887 | 88 | BLUE TOP HOLD | BLOOD | CHEMISTRY | NA | 21880 | 18605 | 9218 | 3275 | 1980 |
50888 | 89 | BLUE TOP HOLD FROZEN | BLOOD | CHEMISTRY | NA | 9 | 7 | 4 | 2 | 2 |
50889 | 90 | C-REACTIVE PROTEIN | BLOOD | CHEMISTRY | 1988-5 | 6604 | 4448 | 2345 | 2156 | 1265 |
50890 | 91 | C3 | BLOOD | CHEMISTRY | 4485-9 | 1290 | 932 | 625 | 358 | 284 |
50891 | 92 | C4 | BLOOD | CHEMISTRY | 4498-2 | 1352 | 971 | 648 | 381 | 305 |
50892 | 93 | CA-125 | BLOOD | CHEMISTRY | 10334-1 | 889 | 728 | 235 | 161 | 90 |
50893 | 94 | CALCIUM, TOTAL | BLOOD | CHEMISTRY | 2000-8 | 591999 | 394595 | 22933 | 197404 | 15060 |
50894 | 95 | CALCULATED FREE TESTOSTERONE | BLOOD | CHEMISTRY | 2991-8 | 423 | 367 | 264 | 56 | 46 |
50895 | 96 | CALCULATED TBG | BLOOD | CHEMISTRY | 3027-0 | 592 | 394 | 252 | 198 | 119 |
50896 | 97 | CALCULATED THYROXINE (T4) INDEX | BLOOD | CHEMISTRY | 32215-6 | 584 | 390 | 251 | 194 | 117 |
50898 | 99 | CANCER ANTIGEN 27.29 | BLOOD | CHEMISTRY | 17842-6 | 551 | 418 | 94 | 133 | 51 |
50899 | 100 | CARBAMAZEPINE | BLOOD | CHEMISTRY | 3432-2 | 882 | 726 | 183 | 156 | 64 |
50900 | 101 | CARCINOEMBYRONIC ANTIGEN (CEA) | BLOOD | CHEMISTRY | 2039-6 | 3031 | 2361 | 955 | 670 | 426 |
50901 | 102 | CENTROMERE | BLOOD | CHEMISTRY | 16570-4 | 39 | 33 | 27 | 6 | 6 |
50902 | 103 | CHLORIDE | BLOOD | CHEMISTRY | 2075-0 | 795568 | 542931 | 25592 | 252637 | 15611 |
50903 | 104 | CHOLESTEROL RATIO (TOTAL/HDL) | BLOOD | CHEMISTRY | 9322-9 | 18128 | 14938 | 7335 | 3190 | 2600 |
50904 | 105 | CHOLESTEROL, HDL | BLOOD | CHEMISTRY | 2085-9 | 18260 | 15029 | 7382 | 3231 | 2624 |
50905 | 106 | CHOLESTEROL, LDL, CALCULATED | BLOOD | CHEMISTRY | 2090-9 | 16486 | 13497 | 6965 | 2989 | 2480 |
50906 | 107 | CHOLESTEROL, LDL, MEASURED | BLOOD | CHEMISTRY | 18262-6 | 2001 | 1644 | 1036 | 357 | 304 |
50907 | 108 | CHOLESTEROL, TOTAL | BLOOD | CHEMISTRY | 2093-3 | 19444 | 15991 | 7703 | 3453 | 2777 |
50908 | 109 | CK-MB INDEX | BLOOD | CHEMISTRY | 20569-0 | 22911 | 16738 | 4905 | 6173 | 2123 |
50909 | 110 | CORTISOL | BLOOD | CHEMISTRY | 2143-6 | 13554 | 10730 | 3947 | 2824 | 1492 |
50910 | 111 | CREATINE KINASE (CK) | BLOOD | CHEMISTRY | 2157-6 | 132404 | 98078 | 15814 | 34326 | 8912 |
50911 | 112 | CREATINE KINASE, MB ISOENZYME | BLOOD | CHEMISTRY | 6773-6 | 115807 | 86272 | 14870 | 29535 | 8110 |
50912 | 113 | CREATININE | BLOOD | CHEMISTRY | 2160-0 | 797476 | 549542 | 23685 | 247934 | 15666 |
50913 | 114 | CRYOGLOBULIN | BLOOD | CHEMISTRY | 5117-7 | 458 | 408 | 264 | 50 | 41 |
50914 | 115 | CYCLOSPORIN | BLOOD | CHEMISTRY | 3521-2 | 8777 | 7434 | 268 | 1343 | 73 |
50915 | 116 | D-DIMER | BLOOD | CHEMISTRY | NA | 1192 | 237 | 172 | 955 | 677 |
50916 | 117 | DHEA-SULFATE | BLOOD | CHEMISTRY | 2191-5 | 58 | 43 | 36 | 15 | 8 |
50917 | 118 | DIGOXIN | BLOOD | CHEMISTRY | 10535-3 | 8358 | 6577 | 1832 | 1781 | 676 |
50918 | 119 | DOUBLE STRANDED DNA | BLOOD | CHEMISTRY | 5130-0 | 301 | 240 | 152 | 61 | 42 |
50919 | 120 | EDTA HOLD | BLOOD | CHEMISTRY | NA | 9155 | 7833 | 5141 | 1322 | 910 |
50920 | 121 | ESTIMATED GFR (MDRD EQUATION) | BLOOD | CHEMISTRY | 33914-3 | 63253 | 43216 | 8453 | 20037 | 5234 |
50921 | 122 | ESTRADIOL | BLOOD | CHEMISTRY | 2243-4 | 76 | 62 | 53 | 14 | 6 |
50922 | 123 | ETHANOL | BLOOD | CHEMISTRY | 5642-4 | 9864 | 7712 | 5019 | 2152 | 1621 |
50924 | 125 | FERRITIN | BLOOD | CHEMISTRY | 2276-4 | 17948 | 13033 | 7065 | 4915 | 3392 |
50925 | 126 | FOLATE | BLOOD | CHEMISTRY | 2284-8 | 8752 | 6828 | 4952 | 1924 | 1697 |
50926 | 127 | FOLLICLE STIMULATING HORMONE | BLOOD | CHEMISTRY | 15067-2 | 306 | 246 | 190 | 60 | 51 |
50927 | 128 | GAMMA GLUTAMYLTRANSFERASE | BLOOD | CHEMISTRY | 2324-2 | 2530 | 1991 | 1268 | 539 | 399 |
50928 | 129 | GASTRIN | BLOOD | CHEMISTRY | 2333-3 | 99 | 99 | 78 | NA | NA |
50929 | 130 | GENTAMICIN | BLOOD | CHEMISTRY | 35668-3 | 6511 | 5808 | 1537 | 703 | 153 |
50930 | 131 | GLOBULIN | BLOOD | CHEMISTRY | 2336-6 | 7920 | 6349 | 3491 | 1571 | 1062 |
50931 | 132 | GLUCOSE | BLOOD | CHEMISTRY | 2345-7 | 748981 | 514148 | 23194 | 234833 | 15607 |
50932 | 133 | GRAY TOP HOLD (PLASMA) | BLOOD | CHEMISTRY | NA | 717 | 515 | 437 | 202 | 186 |
50933 | 134 | GREEN TOP HOLD (PLASMA) | BLOOD | CHEMISTRY | NA | 26855 | 23422 | 10508 | 3433 | 2246 |
50934 | 135 | H | BLOOD | CHEMISTRY | NA | 6 | 5 | 5 | 1 | 1 |
50935 | 136 | HAPTOGLOBIN | BLOOD | CHEMISTRY | 4542-7 | 11970 | 8406 | 4277 | 3564 | 2035 |
50936 | 137 | HCG, MATERNAL SCREEN | BLOOD | CHEMISTRY | NA | 6 | 6 | 5 | NA | NA |
50937 | 138 | HEPATITIS A VIRUS ANTIBODY | BLOOD | CHEMISTRY | 5183-9 | 1494 | 1211 | 1103 | 283 | 260 |
50938 | 139 | HEPATITIS A VIRUS IGM ANTIBODY | BLOOD | CHEMISTRY | 22314-9 | 722 | 595 | 559 | 127 | 121 |
50939 | 140 | HEPATITIS B CORE ANTIBODY, IGM | BLOOD | CHEMISTRY | 31204-1 | 677 | 554 | 524 | 123 | 118 |
50940 | 141 | HEPATITIS B SURFACE ANTIBODY | BLOOD | CHEMISTRY | 5193-8 | 4175 | 3481 | 2318 | 694 | 510 |
50941 | 142 | HEPATITIS B SURFACE ANTIGEN | BLOOD | CHEMISTRY | 5196-1 | 4020 | 3318 | 2395 | 702 | 517 |
50942 | 143 | HEPATITIS B VIRUS CORE ANTIBODY | BLOOD | CHEMISTRY | 5187-0 | 2804 | 2304 | 1923 | 500 | 439 |
50943 | 144 | HEPATITIS C VIRUS ANTIBODY | BLOOD | CHEMISTRY | 16128-1 | 3399 | 2803 | 2365 | 596 | 533 |
50944 | 145 | HIV ANTIBODY | BLOOD | CHEMISTRY | 5220-9 | 1597 | 1271 | 1129 | 326 | 296 |
50945 | 146 | HOMOCYSTEINE | BLOOD | CHEMISTRY | 13965-9 | 812 | 733 | 604 | 79 | 73 |
50946 | 147 | HUMAN CHORIONIC GONADOTROPIN | BLOOD | CHEMISTRY | 2119-6 | 872 | 701 | 515 | 171 | 131 |
50947 | 148 | I | BLOOD | CHEMISTRY | NA | 7 | 7 | 7 | NA | NA |
50948 | 149 | IMMUNOFIXATION | BLOOD | CHEMISTRY | 49275-1 | 815 | 673 | 592 | 142 | 126 |
50949 | 150 | IMMUNOGLOBULIN A | BLOOD | CHEMISTRY | 2458-8 | 2744 | 1891 | 1095 | 853 | 576 |
50950 | 151 | IMMUNOGLOBULIN G | BLOOD | CHEMISTRY | 2465-3 | 3320 | 2306 | 1210 | 1014 | 668 |
50951 | 152 | IMMUNOGLOBULIN M | BLOOD | CHEMISTRY | 2472-9 | 2608 | 1859 | 1062 | 749 | 518 |
50952 | 153 | IRON | BLOOD | CHEMISTRY | 2498-4 | 18207 | 13295 | 7073 | 4912 | 3470 |
50953 | 154 | IRON BINDING CAPACITY, TOTAL | BLOOD | CHEMISTRY | 2500-7 | 17231 | 12602 | 6878 | 4629 | 3349 |
50954 | 155 | LACTATE DEHYDROGENASE (LD) | BLOOD | CHEMISTRY | 2532-0 | 107122 | 68212 | 12992 | 38910 | 8460 |
50955 | 156 | LIGHT GREEN TOP HOLD | BLOOD | CHEMISTRY | NA | 5597 | 2285 | 1134 | 3312 | 2195 |
50956 | 157 | LIPASE | BLOOD | CHEMISTRY | 3040-3 | 65375 | 48820 | 11572 | 16555 | 7068 |
50957 | 158 | LITHIUM | BLOOD | CHEMISTRY | 3719-2 | 890 | 653 | 183 | 237 | 78 |
50958 | 159 | LUTEINIZING HORMONE | BLOOD | CHEMISTRY | 1599-0 | 229 | 179 | 141 | 50 | 45 |
50959 | 160 | MACRO PROLACTIN | BLOOD | CHEMISTRY | NA | 6 | 6 | 6 | NA | NA |
50960 | 161 | MAGNESIUM | BLOOD | CHEMISTRY | 2601-3 | 664191 | 447187 | 22882 | 217004 | 15504 |
50961 | 162 | METHOTREXATE | BLOOD | CHEMISTRY | NA | 406 | 135 | 7 | 271 | 28 |
50962 | 163 | N-ACETYLPROCAINAMIDE (NAPA) | BLOOD | CHEMISTRY | 3834-9 | 195 | 192 | 56 | 3 | 1 |
50963 | 164 | NTPROBNP | BLOOD | CHEMISTRY | 33762-6 | 6943 | 4061 | 2203 | 2882 | 2062 |
50964 | 165 | OSMOLALITY, MEASURED | BLOOD | CHEMISTRY | 2692-2 | 18817 | 11431 | 3229 | 7386 | 1952 |
50965 | 166 | PARATHYROID HORMONE | BLOOD | CHEMISTRY | 2731-8 | 4355 | 3601 | 1595 | 754 | 531 |
50966 | 167 | PHENOBARBITAL | BLOOD | CHEMISTRY | 3947-9 | 1871 | 1557 | 232 | 314 | 45 |
50967 | 168 | PHENYTOIN | BLOOD | CHEMISTRY | 3967-7 | 22453 | 16268 | 2600 | 6185 | 1295 |
50968 | 169 | PHENYTOIN, FREE | BLOOD | CHEMISTRY | 3969-3 | 960 | 805 | 300 | 155 | 88 |
50969 | 170 | PHENYTOIN, PERCENT FREE | BLOOD | CHEMISTRY | 10548-6 | 895 | 743 | 290 | 152 | 87 |
50970 | 171 | PHOSPHATE | BLOOD | CHEMISTRY | 2777-1 | 590568 | 393963 | 22893 | 196605 | 15020 |
50971 | 172 | POTASSIUM | BLOOD | CHEMISTRY | 2823-3 | 845825 | 586522 | 25599 | 259303 | 15611 |
50972 | 173 | PROCAINAMIDE | BLOOD | CHEMISTRY | 3982-6 | 195 | 192 | 56 | 3 | 1 |
50973 | 174 | PROLACTIN | BLOOD | CHEMISTRY | 2842-3 | 406 | 265 | 210 | 141 | 108 |
50974 | 175 | PROSTATE SPECIFIC ANTIGEN | BLOOD | CHEMISTRY | 2857-1 | 3635 | 3096 | 1499 | 539 | 384 |
50975 | 176 | PROTEIN ELECTROPHORESIS | BLOOD | CHEMISTRY | 24351-9 | 3035 | 2550 | 1785 | 485 | 316 |
50976 | 177 | PROTEIN, TOTAL | BLOOD | CHEMISTRY | 2885-2 | 11935 | 9414 | 5046 | 2521 | 1664 |
50977 | 178 | QUINIDINE | BLOOD | CHEMISTRY | 6694-4 | 10 | 10 | 6 | NA | NA |
50978 | 179 | RAPAMYCIN | BLOOD | CHEMISTRY | 29247-4 | 3360 | 2868 | 160 | 492 | 47 |
50979 | 180 | RED TOP HOLD | BLOOD | CHEMISTRY | NA | 23831 | 21443 | 10166 | 2388 | 1483 |
50980 | 181 | RHEUMATOID FACTOR | BLOOD | CHEMISTRY | 6928-6 | 834 | 619 | 540 | 215 | 207 |
50981 | 182 | SALICYLATE | BLOOD | CHEMISTRY | 4023-8 | 9087 | 7306 | 4965 | 1781 | 1299 |
50982 | 183 | SEX HORMONE BINDING GLOBULIN | BLOOD | CHEMISTRY | 2942-1 | 12 | 1 | 1 | 11 | 9 |
50983 | 184 | SODIUM | BLOOD | CHEMISTRY | 2951-2 | 808489 | 553344 | 25598 | 255145 | 15611 |
50986 | 187 | TACROFK | BLOOD | CHEMISTRY | 11253-2 | 10914 | 6684 | 358 | 4230 | 223 |
50988 | 188 | TESTOSTERONE | BLOOD | CHEMISTRY | 2986-8 | 539 | 457 | 303 | 82 | 61 |
50989 | 189 | TESTOSTERONE, FREE | BLOOD | CHEMISTRY | 2991-8 | 422 | 367 | 264 | 55 | 45 |
50990 | 190 | THEOPHYLLINE | BLOOD | CHEMISTRY | 4049-3 | 253 | 232 | 116 | 21 | 16 |
50991 | 191 | THYROGLOBULIN | BLOOD | CHEMISTRY | 3013-0 | 158 | 127 | 69 | 31 | 26 |
50992 | 192 | THYROID PEROXIDASE ANTIBODIES | BLOOD | CHEMISTRY | 8099-4 | 160 | 110 | 104 | 50 | 48 |
50993 | 193 | THYROID STIMULATING HORMONE | BLOOD | CHEMISTRY | 3016-3 | 28221 | 22110 | 9826 | 6111 | 4342 |
50994 | 194 | THYROXINE (T4) | BLOOD | CHEMISTRY | 3026-2 | 3201 | 2256 | 1552 | 945 | 696 |
50995 | 195 | THYROXINE (T4), FREE | BLOOD | CHEMISTRY | 3024-7 | 8104 | 6583 | 3558 | 1521 | 1106 |
50996 | 196 | TISSUE TRANSGLUTAMINASE AB, IGA | BLOOD | CHEMISTRY | 31017-7 | 453 | 294 | 267 | 159 | 149 |
50997 | 197 | TOBRAMYCIN | BLOOD | CHEMISTRY | 35670-9 | 1282 | 823 | 129 | 459 | 149 |
50998 | 198 | TRANSFERRIN | BLOOD | CHEMISTRY | 2500-7 | 17285 | 12656 | 6897 | 4629 | 3349 |
50999 | 199 | TRICYCLIC ANTIDEPRESSANT SCREEN | BLOOD | CHEMISTRY | 4073-3 | 11723 | 7742 | 5128 | 3981 | 3385 |
51000 | 200 | TRIGLYCERIDES | BLOOD | CHEMISTRY | 1644-4 | 24987 | 19652 | 9276 | 5335 | 3632 |
51001 | 201 | TRIIODOTHYRONINE (T3) | BLOOD | CHEMISTRY | 3053-6 | 2270 | 1617 | 1049 | 653 | 463 |
51002 | 202 | TROPONIN I | BLOOD | CHEMISTRY | 10839-9 | 11468 | 11465 | 3025 | 3 | 2 |
51003 | 203 | TROPONIN T | BLOOD | CHEMISTRY | 6598-7 | 87244 | 62213 | 11622 | 25031 | 6458 |
51004 | 204 | UE3, MATERNAL SCREEN | BLOOD | CHEMISTRY | NA | 6 | 6 | 5 | NA | NA |
51005 | 205 | UPTAKE RATIO | BLOOD | CHEMISTRY | 3050-2 | 592 | 394 | 252 | 198 | 119 |
51006 | 206 | UREA NITROGEN | BLOOD | CHEMISTRY | 3094-0 | 791925 | 545527 | 23695 | 246398 | 15666 |
51007 | 207 | URIC ACID | BLOOD | CHEMISTRY | 3084-1 | 18355 | 13066 | 3346 | 5289 | 915 |
51008 | 208 | VALPROIC ACID | BLOOD | CHEMISTRY | 4086-5 | 2689 | 2000 | 429 | 689 | 191 |
51009 | 209 | VANCOMYCIN | BLOOD | CHEMISTRY | 20578-1 | 54744 | 38676 | 6275 | 16068 | 3888 |
51010 | 210 | VITAMIN B12 | BLOOD | CHEMISTRY | 2170-9 | 11868 | 9004 | 5982 | 2864 | 2482 |
51011 | 211 | CEREBROSPINAL FLUID (CSF) | CHEMISTRY | 1746-7 | 37 | 33 | 30 | 4 | 4 | |
51012 | 212 | BILIRUBIN, TOTAL, CSF | CEREBROSPINAL FLUID (CSF) | CHEMISTRY | 1973-7 | 3 | 2 | 2 | 1 | 1 |
51014 | 214 | GLUCOSE, CSF | CEREBROSPINAL FLUID (CSF) | CHEMISTRY | 2342-4 | 4077 | 2922 | 1984 | 1155 | 762 |
51015 | 215 | LACTATE DEHYDROGENASE, CSF | CEREBROSPINAL FLUID (CSF) | CHEMISTRY | 2528-8 | 642 | 434 | 312 | 208 | 158 |
51016 | 216 | MISCELLANEOUS, CSF | CEREBROSPINAL FLUID (CSF) | CHEMISTRY | NA | 64 | 47 | 24 | 17 | 15 |
51017 | 217 | PEP, CSF | CEREBROSPINAL FLUID (CSF) | CHEMISTRY | 24352-7 | 210 | 167 | 140 | 43 | 29 |
51018 | 218 | TOTAL PROTEIN, CSF | CEREBROSPINAL FLUID (CSF) | CHEMISTRY | 2880-3 | 4181 | 2966 | 2005 | 1215 | 779 |
51019 | 219 | ALBUMIN, JOINT FLUID | JOINT FLUID | CHEMISTRY | NA | 1 | NA | NA | 1 | 1 |
51020 | 220 | AMYLASE, JOINT FLUID | JOINT FLUID | CHEMISTRY | 14388-3 | 16 | 13 | 12 | 3 | 3 |
51021 | 221 | CREATININE, JOINT FLUID | JOINT FLUID | CHEMISTRY | 14401-4 | 12 | 12 | 10 | NA | NA |
51022 | 222 | GLUCOSE, JOINT FLUID | JOINT FLUID | CHEMISTRY | 2348-1 | 53 | 43 | 37 | 10 | 10 |
51023 | 223 | LD, JOINT FLUID | JOINT FLUID | CHEMISTRY | 2533-8 | 10 | 7 | 7 | 3 | 3 |
51024 | 224 | TOTAL PROTEIN, JOINT FLUID | JOINT FLUID | CHEMISTRY | 2886-0 | 28 | 20 | 20 | 8 | 8 |
51025 | 225 | ALBUMIN, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 1747-5 | 422 | 271 | 254 | 151 | 141 |
51026 | 226 | AMYLASE, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 1795-4 | 757 | 513 | 377 | 244 | 205 |
51027 | 227 | BICARBONATE, OTHER FLUID | OTHER BODY FLUID | CHEMISTRY | 11211-0 | 55 | 48 | 31 | 7 | 7 |
51028 | 228 | BILIRUBIN, TOTAL, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 1974-5 | 355 | 279 | 150 | 76 | 66 |
51029 | 229 | CALCIUM, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 15155-5 | 9 | 6 | 3 | 3 | 3 |
51030 | 230 | CHLORIDE, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 2072-7 | 65 | 53 | 39 | 12 | 10 |
51031 | 231 | CHOLESTEROL, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 12183-0 | 9 | 9 | 9 | NA | NA |
51032 | 232 | CREATININE, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 12190-5 | 320 | 274 | 165 | 46 | 39 |
51033 | 233 | FETALFN | OTHER BODY FLUID | CHEMISTRY | NA | 5 | 5 | 4 | NA | NA |
51034 | 234 | GLUCOSE, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 2344-0 | 468 | 299 | 272 | 169 | 157 |
51035 | 235 | LD, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 2529-6 | 424 | 270 | 256 | 154 | 143 |
51036 | 236 | LIPASE, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 15212-4 | 12 | 8 | 7 | 4 | 3 |
51037 | 237 | MAGNESIUM, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 29365-4 | 12 | 11 | 7 | 1 | 1 |
51038 | 238 | MISCELLANEOUS, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | NA | 59 | 43 | 32 | 16 | 10 |
51039 | 239 | OSMOLALITY, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 15200-9 | 11 | 10 | 8 | 1 | 1 |
51040 | 240 | PHOSPHATE, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 12242-4 | 12 | 9 | 9 | 3 | 3 |
51041 | 241 | POTASSIUM, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 2821-7 | 76 | 62 | 48 | 14 | 13 |
51042 | 242 | SODIUM, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 2950-4 | 82 | 68 | 54 | 14 | 12 |
51043 | 243 | TOTAL PROTEIN, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 2881-1 | 488 | 319 | 297 | 169 | 159 |
51044 | 244 | TRIGLYCER | OTHER BODY FLUID | CHEMISTRY | 12228-3 | 63 | 43 | 35 | 20 | 16 |
51045 | 245 | UREA NITROGEN, BODY FLUID | OTHER BODY FLUID | CHEMISTRY | 3093-2 | 71 | 63 | 45 | 8 | 8 |
51046 | 246 | ALBUMIN, PLEURAL | PLEURAL | CHEMISTRY | 1748-3 | 1175 | 862 | 689 | 313 | 263 |
51047 | 247 | AMYLASE, PLEURAL | PLEURAL | CHEMISTRY | 1796-2 | 726 | 490 | 417 | 236 | 193 |
51048 | 248 | BICARBONATE, PLEURAL | PLEURAL | CHEMISTRY | 54361-1 | 6 | 4 | 2 | 2 | 2 |
51049 | 249 | BILIRUBIN, TOTAL, PLEURAL | PLEURAL | CHEMISTRY | 14421-2 | 84 | 48 | 40 | 36 | 32 |
51050 | 250 | CHLORIDE, PLEURAL | PLEURAL | CHEMISTRY | 53627-6 | 11 | 10 | 6 | 1 | 1 |
51051 | 251 | CHOLESTEROL, PLEURAL | PLEURAL | CHEMISTRY | 9618-0 | 330 | 131 | 116 | 199 | 161 |
51052 | 252 | CREATININE, PLEURAL | PLEURAL | CHEMISTRY | 14399-0 | 293 | 188 | 173 | 105 | 95 |
51053 | 253 | GLUCOSE, PLEURAL | PLEURAL | CHEMISTRY | 2346-5 | 2221 | 1518 | 1121 | 703 | 514 |
51054 | 254 | LACTATE DEHYDROGENASE, PLEURAL | PLEURAL | CHEMISTRY | 2530-4 | 2502 | 1727 | 1213 | 775 | 548 |
51055 | 255 | LIPASE, PLEURAL | PLEURAL | CHEMISTRY | NA | 1 | 1 | 1 | NA | NA |
51056 | 256 | MISCELLANEOUS, PLEURAL | PLEURAL | CHEMISTRY | NA | 7 | 5 | 3 | 2 | 1 |
51057 | 257 | POTASSIUM, PLEURAL | PLEURAL | CHEMISTRY | NA | 13 | 11 | 7 | 2 | 2 |
51058 | 258 | SODIUM, PLEURAL | PLEURAL | CHEMISTRY | NA | 15 | 11 | 7 | 4 | 3 |
51059 | 259 | TOTAL PROTEIN, PLEURAL | PLEURAL | CHEMISTRY | 2882-9 | 2525 | 1745 | 1233 | 780 | 552 |
51060 | 260 | TRIGLYCERIDES, PLEURAL | PLEURAL | CHEMISTRY | 9619-8 | 251 | 119 | 89 | 132 | 95 |
51061 | 261 | BICARBONATE, STOOL | STOOL | CHEMISTRY | 14040-0 | 45 | 34 | 27 | 11 | 11 |
51062 | 262 | CHLORIDE, STOOL | STOOL | CHEMISTRY | 15158-9 | 61 | 45 | 37 | 16 | 13 |
51063 | 263 | OSMOLALITY, STOOL | STOOL | CHEMISTRY | 2693-0 | 80 | 46 | 38 | 34 | 32 |
51064 | 264 | POTASSIUM, STOOL | STOOL | CHEMISTRY | 15202-5 | 110 | 81 | 67 | 29 | 24 |
51065 | 265 | SODIUM, STOOL | STOOL | CHEMISTRY | 15207-4 | 110 | 82 | 66 | 28 | 25 |
51066 | 266 | 24 HR CALCIUM | URINE | CHEMISTRY | 6874-2 | 91 | 81 | 60 | 10 | 9 |
51067 | 267 | 24 HR CREATININE | URINE | CHEMISTRY | 2162-6 | 653 | 451 | 319 | 202 | 159 |
51068 | 268 | 24 HR PROTEIN | URINE | CHEMISTRY | 2889-4 | 225 | 166 | 117 | 59 | 48 |
51069 | 269 | ALBUMIN, URINE | URINE | CHEMISTRY | 1754-1 | 2381 | 2022 | 1124 | 359 | 286 |
51070 | 270 | ALBUMIN/CREATININE, URINE | URINE | CHEMISTRY | 14958-3 | 2165 | 1821 | 1030 | 344 | 275 |
51071 | 271 | AMPHETAMINE SCREEN, URINE | URINE | CHEMISTRY | 3349-8 | 9310 | 6200 | 4154 | 3110 | 2640 |
51072 | 272 | AMYLASE, URINE | URINE | CHEMISTRY | 1799-6 | 55 | 48 | 42 | 7 | 7 |
51073 | 273 | AMYLASE/CREATININE RATIO, URINE | URINE | CHEMISTRY | 34235-2 | 55 | 48 | 42 | 7 | 7 |
51074 | 274 | BARBITURATE SCREEN, URINE | URINE | CHEMISTRY | 3377-9 | 9287 | 6181 | 4150 | 3106 | 2638 |
51075 | 275 | BENZODIAZEPINE SCREEN, URINE | URINE | CHEMISTRY | 3390-2 | 9328 | 6200 | 4150 | 3128 | 2648 |
51076 | 276 | BICARBONATE, URINE | URINE | CHEMISTRY | 1964-6 | 1000 | 878 | 697 | 122 | 109 |
51077 | 277 | CALCIUM, URINE | URINE | CHEMISTRY | 2004-0 | 887 | 566 | 473 | 321 | 277 |
51078 | 278 | CHLORIDE, URINE | URINE | CHEMISTRY | 2078-4 | 9607 | 3942 | 2676 | 5665 | 3134 |
51079 | 279 | COCAINE, URINE | URINE | CHEMISTRY | 3397-7 | 9387 | 6251 | 4163 | 3136 | 2654 |
51080 | 280 | CREATININE CLEARANCE | URINE | CHEMISTRY | 33558-8 | 150 | 126 | 103 | 24 | 22 |
51081 | 281 | CREATININE, SERUM | URINE | CHEMISTRY | NA | 150 | 125 | 103 | 25 | 23 |
51082 | 282 | CREATININE, URINE | URINE | CHEMISTRY | 2161-8 | 33069 | 23038 | 8192 | 10031 | 4724 |
51083 | 283 | ETHANOL, URINE | URINE | CHEMISTRY | 5644-0 | 59 | 59 | 18 | NA | NA |
51084 | 284 | GLUCOSE, URINE | URINE | CHEMISTRY | 2350-7 | 62 | 46 | 41 | 16 | 14 |
51085 | 285 | HCG, URINE, QUALITATIVE | URINE | CHEMISTRY | 2106-3 | 659 | 468 | 376 | 191 | 157 |
51086 | 286 | IMMUNOFIXATION, URINE | URINE | CHEMISTRY | 49276-9 | 791 | 676 | 565 | 115 | 89 |
51087 | 287 | LENGTH OF URINE COLLECTION | URINE | CHEMISTRY | 13362-9 | 46834 | 38407 | 12996 | 8427 | 3282 |
51088 | 288 | MAGNESIUM, URINE | URINE | CHEMISTRY | 2598-1 | 431 | 246 | 228 | 185 | 171 |
51089 | 289 | MARIJUANA | URINE | CHEMISTRY | 3427-2 | 377 | 314 | 152 | 63 | 41 |
51090 | 290 | METHADONE, URINE | URINE | CHEMISTRY | 3773-9 | 9263 | 6167 | 4138 | 3096 | 2631 |
51091 | 291 | MYOGLOBIN, URINE | URINE | CHEMISTRY | 2640-1 | 283 | 242 | 221 | 41 | 32 |
51092 | 292 | OPIATE SCREEN, URINE | URINE | CHEMISTRY | 3879-4 | 9308 | 6201 | 4148 | 3107 | 2637 |
51093 | 293 | OSMOLALITY, URINE | URINE | CHEMISTRY | 2695-5 | 18842 | 12009 | 6024 | 6833 | 3565 |
51094 | 294 | PH | URINE | CHEMISTRY | 2756-5 | 1157 | 914 | 649 | 243 | 189 |
51095 | 295 | PHOSPHATE, URINE | URINE | CHEMISTRY | 2778-9 | 1019 | 677 | 581 | 342 | 288 |
51096 | 296 | PORPHOBILINOGEN SCREEN | URINE | CHEMISTRY | 2809-2 | 34 | 28 | 24 | 6 | 5 |
51097 | 297 | POTASSIUM, URINE | URINE | CHEMISTRY | 2828-2 | 10938 | 4845 | 3093 | 6093 | 3243 |
51098 | 298 | PROT. ELECTROPHORESIS, URINE | URINE | CHEMISTRY | 13438-7 | 1780 | 1507 | 1141 | 273 | 185 |
51099 | 299 | PROTEIN/CREATININE RATIO | URINE | CHEMISTRY | 2890-2 | 7709 | 6131 | 2188 | 1578 | 866 |
51100 | 300 | SODIUM, URINE | URINE | CHEMISTRY | 2955-3 | 25997 | 17322 | 7626 | 8675 | 4381 |
51101 | 301 | TOTAL COLLECTION TIME | URINE | CHEMISTRY | 13362-9 | 150 | 125 | 103 | 25 | 23 |
51102 | 302 | TOTAL PROTEIN, URINE | URINE | CHEMISTRY | 2887-8 | 9080 | 7248 | 2708 | 1832 | 996 |
51103 | 303 | UHOLD | URINE | CHEMISTRY | NA | 3749 | 3118 | 2428 | 631 | 551 |
51104 | 304 | UREA NITROGEN, URINE | URINE | CHEMISTRY | 3095-7 | 13299 | 7996 | 4521 | 5303 | 3140 |
51105 | 305 | URIC ACID, URINE | URINE | CHEMISTRY | 3086-6 | 494 | 267 | 241 | 227 | 207 |
51106 | 306 | URINE CREATININE | URINE | CHEMISTRY | NA | 151 | 126 | 103 | 25 | 23 |
51107 | 307 | URINE TUBE, HELD | URINE | CHEMISTRY | NA | 3749 | 3118 | 2428 | 631 | 551 |
51108 | 308 | URINE VOLUME | URINE | CHEMISTRY | 28009-9 | 1174 | 927 | 654 | 247 | 192 |
51109 | 309 | URINE VOLUME, TOTAL | URINE | CHEMISTRY | 28009-9 | 151 | 126 | 103 | 25 | 23 |
51110 | 310 | ATYPICAL LYMPHOCYTES | ASCITES | HEMATOLOGY | 33369-0 | 160 | 102 | 83 | 58 | 49 |
51111 | 311 | BANDS | ASCITES | HEMATOLOGY | NA | 120 | 77 | 69 | 43 | 40 |
51112 | 312 | BASOPHILS | ASCITES | HEMATOLOGY | 35069-4 | 82 | 63 | 50 | 19 | 19 |
51113 | 313 | BLASTS | ASCITES | HEMATOLOGY | NA | 2 | 1 | 1 | 1 | 1 |
51114 | 314 | EOSINOPHILS | ASCITES | HEMATOLOGY | 30380-0 | 566 | 354 | 242 | 212 | 134 |
51115 | 315 | HEMATOCRIT, ASCITES | ASCITES | HEMATOLOGY | NA | 161 | 101 | 80 | 60 | 51 |
51116 | 316 | LYMPHOCYTES | ASCITES | HEMATOLOGY | 26482-0 | 3346 | 2112 | 778 | 1234 | 469 |
51117 | 317 | MACROPHAGE | ASCITES | HEMATOLOGY | 40517-5 | 2280 | 1360 | 549 | 920 | 379 |
51118 | 318 | MESOTHELIAL CELL | ASCITES | HEMATOLOGY | 30432-9 | 2061 | 1284 | 531 | 777 | 351 |
51119 | 319 | METAMYELOCYTES | ASCITES | HEMATOLOGY | NA | 6 | 2 | 2 | 4 | 4 |
51120 | 320 | MONOCYTES | ASCITES | HEMATOLOGY | 26488-7 | 3345 | 2111 | 778 | 1234 | 469 |
51121 | 321 | MYELOCYTES | ASCITES | HEMATOLOGY | NA | 3 | 1 | 1 | 2 | 2 |
51122 | 322 | NUCLEATED RBC | ASCITES | HEMATOLOGY | NA | 48 | 37 | 34 | 11 | 11 |
51123 | 323 | OTHER | ASCITES | HEMATOLOGY | NA | 461 | 283 | 202 | 178 | 124 |
51124 | 324 | PLASMA | ASCITES | HEMATOLOGY | 40518-3 | 73 | 39 | 29 | 34 | 29 |
51125 | 325 | POLYS | ASCITES | HEMATOLOGY | 26520-7 | 3344 | 2110 | 778 | 1234 | 469 |
51126 | 326 | PROMYELOCYTES | ASCITES | HEMATOLOGY | NA | 1 | NA | NA | 1 | 1 |
51127 | 327 | RBC, ASCITES | ASCITES | HEMATOLOGY | 26457-2 | 3280 | 2077 | 763 | 1203 | 461 |
51128 | 328 | WBC, ASCITES | ASCITES | HEMATOLOGY | 26468-9 | 3347 | 2112 | 778 | 1235 | 470 |
51129 | 329 | YOUNG | ASCITES | HEMATOLOGY | NA | 2 | 2 | 2 | NA | NA |
51130 | 330 | ABSOLUTE CD3 COUNT | BLOOD | HEMATOLOGY | 8124-0 | 2263 | 1781 | 468 | 482 | 239 |
51131 | 331 | ABSOLUTE CD4 COUNT | BLOOD | HEMATOLOGY | 8128-1 | 2421 | 1954 | 521 | 467 | 228 |
51132 | 332 | ABSOLUTE CD8 COUNT | BLOOD | HEMATOLOGY | 8138-0 | 2147 | 1680 | 437 | 467 | 228 |
51133 | 333 | ABSOLUTE LYMPHOCYTE COUNT | BLOOD | HEMATOLOGY | 26474-7 | 2377 | 1935 | 480 | 442 | 212 |
51134 | 334 | ACANTHOCYTES | BLOOD | HEMATOLOGY | 7789-1 | 2331 | 1968 | 1600 | 363 | 203 |
51135 | 335 | ADP | BLOOD | HEMATOLOGY | NA | 15 | 13 | 13 | 2 | 2 |
51136 | 336 | ALPHA ANTIPLASMIN | BLOOD | HEMATOLOGY | NA | 4 | 4 | 4 | NA | NA |
51137 | 337 | ANISOCYTOSIS | BLOOD | HEMATOLOGY | 702-1 | 61381 | 54840 | 17958 | 6541 | 1585 |
51138 | 338 | ANTICARDIOLIPIN ANTIBODY IGG | BLOOD | HEMATOLOGY | 8065-5 | 514 | 283 | 224 | 231 | 205 |
51139 | 339 | ANTICARDIOLIPIN ANTIBODY IGM | BLOOD | HEMATOLOGY | 3182-3 | 514 | 283 | 224 | 231 | 205 |
51140 | 340 | ANTITHROMBIN | BLOOD | HEMATOLOGY | 27811-9 | 326 | 235 | 220 | 91 | 77 |
51141 | 341 | APT TEST | BLOOD | HEMATOLOGY | NA | 2 | 2 | 2 | NA | NA |
51142 | 342 | ARACHADONIC ACID | BLOOD | HEMATOLOGY | NA | 16 | 14 | 14 | 2 | 2 |
51143 | 343 | ATYPICAL LYMPHOCYTES | BLOOD | HEMATOLOGY | 733-6 | 59335 | 42475 | 15327 | 16860 | 4050 |
51144 | 344 | BANDS | BLOOD | HEMATOLOGY | 763-3 | 75588 | 57273 | 18664 | 18315 | 4456 |
51145 | 345 | BASOPHILIC STIPPLING | BLOOD | HEMATOLOGY | 703-9 | 3849 | 3101 | 1890 | 748 | 369 |
51146 | 346 | BASOPHILS | BLOOD | HEMATOLOGY | 704-7 | 172142 | 121968 | 25289 | 50174 | 12471 |
51147 | 347 | BITE CELLS | BLOOD | HEMATOLOGY | 10371-3 | 1287 | 1070 | 942 | 217 | 137 |
51148 | 348 | BLASTS | BLOOD | HEMATOLOGY | 708-8 | 3456 | 2108 | 276 | 1348 | 124 |
51149 | 349 | BLEEDING TIME | BLOOD | HEMATOLOGY | 11067-6 | 53 | 49 | 45 | 4 | 4 |
51150 | 350 | BLOOD PARASITE SMEAR | BLOOD | HEMATOLOGY | 24429-3 | 473 | 281 | 176 | 192 | 104 |
51151 | 351 | BURR CELLS | BLOOD | HEMATOLOGY | 7790-9 | 8432 | 7405 | 5299 | 1027 | 538 |
51152 | 352 | CD10 | BLOOD | HEMATOLOGY | 8107-5 | 211 | 111 | 96 | 100 | 90 |
51153 | 353 | CD103 | BLOOD | HEMATOLOGY | NA | 8 | 4 | 3 | 4 | 4 |
51154 | 354 | CD117 | BLOOD | HEMATOLOGY | 17107-4 | 60 | 26 | 23 | 34 | 32 |
51155 | 355 | CD11C | BLOOD | HEMATOLOGY | 8109-1 | 68 | 32 | 29 | 36 | 35 |
51156 | 356 | CD13 | BLOOD | HEMATOLOGY | 8110-9 | 76 | 32 | 28 | 44 | 38 |
51157 | 357 | CD138 | BLOOD | HEMATOLOGY | 42869-8 | 4 | 4 | 4 | NA | NA |
51158 | 358 | CD14 | BLOOD | HEMATOLOGY | 8111-7 | 70 | 32 | 29 | 38 | 36 |
51159 | 359 | CD15 | BLOOD | HEMATOLOGY | 17117-3 | 61 | 27 | 24 | 34 | 32 |
51160 | 360 | CD15/56 | BLOOD | HEMATOLOGY | 18267-5 | 50 | 22 | 21 | 28 | 27 |
51161 | 361 | CD16 | BLOOD | HEMATOLOGY | 8115-8 | 20 | 16 | 14 | 4 | 4 |
51162 | 362 | CD16/56 ABSOLUTE COUNT | BLOOD | HEMATOLOGY | NA | 9 | 2 | 1 | 7 | 5 |
51163 | 363 | CD16/56% | BLOOD | HEMATOLOGY | 18267-5 | 44 | 23 | 21 | 21 | 18 |
51164 | 364 | CD19 | BLOOD | HEMATOLOGY | 8117-4 | 283 | 174 | 111 | 109 | 98 |
51165 | 365 | CD19 % | BLOOD | HEMATOLOGY | NA | 4 | NA | NA | 4 | 1 |
51166 | 366 | CD19 ABSOLUTE COUNT | BLOOD | HEMATOLOGY | NA | 4 | NA | NA | 4 | 1 |
51167 | 367 | CD2 | BLOOD | HEMATOLOGY | 8118-2 | 155 | 76 | 68 | 79 | 75 |
51168 | 368 | CD20 | BLOOD | HEMATOLOGY | 8119-0 | 261 | 161 | 102 | 100 | 90 |
51169 | 369 | CD20 % | BLOOD | HEMATOLOGY | NA | 4 | NA | NA | 4 | 1 |
51170 | 370 | CD20 ABSOLUTE COUNT | BLOOD | HEMATOLOGY | NA | 4 | NA | NA | 4 | 1 |
51171 | 371 | CD22 | BLOOD | HEMATOLOGY | 14017-8 | 10 | 6 | 5 | 4 | 4 |
51172 | 372 | CD23 | BLOOD | HEMATOLOGY | 14018-6 | 150 | 87 | 74 | 63 | 57 |
51173 | 373 | CD25 | BLOOD | HEMATOLOGY | NA | 11 | 4 | 3 | 7 | 7 |
51174 | 374 | CD3 % | BLOOD | HEMATOLOGY | NA | 17 | 2 | 1 | 15 | 13 |
51175 | 375 | CD3 ABSOLUTE COUNT | BLOOD | HEMATOLOGY | 8122-4 | 1900 | 1587 | 384 | 313 | 116 |
51176 | 376 | CD3 CELLS, PERCENT | BLOOD | HEMATOLOGY | 8122-4 | 2333 | 1789 | 472 | 544 | 291 |
51177 | 377 | CD33 | BLOOD | HEMATOLOGY | 8102-6 | 71 | 33 | 30 | 38 | 36 |
51178 | 378 | CD34 | BLOOD | HEMATOLOGY | 8125-7 | 78 | 34 | 30 | 44 | 38 |
51179 | 379 | CD38 | BLOOD | HEMATOLOGY | 8126-5 | 16 | 10 | 9 | 6 | 5 |
51180 | 380 | CD4 CELLS, PERCENT | BLOOD | HEMATOLOGY | 8127-3 | 2421 | 1924 | 503 | 497 | 257 |
51181 | 381 | CD4/CD8 RATIO | BLOOD | HEMATOLOGY | 8129-9 | 2062 | 1620 | 395 | 442 | 212 |
51182 | 382 | CD41 | BLOOD | HEMATOLOGY | 17148-8 | 59 | 28 | 26 | 31 | 30 |
51183 | 383 | CD45 | BLOOD | HEMATOLOGY | 8130-7 | 256 | 143 | 110 | 113 | 101 |
51184 | 384 | CD5 | BLOOD | HEMATOLOGY | 8132-3 | 241 | 141 | 101 | 100 | 91 |
51185 | 385 | CD5 % | BLOOD | HEMATOLOGY | NA | 8 | NA | NA | 8 | 8 |
51186 | 386 | CD5 ABSOLUTE COUNT | BLOOD | HEMATOLOGY | NA | 8 | NA | NA | 8 | 8 |
51187 | 387 | CD55 | BLOOD | HEMATOLOGY | 17175-1 | 40 | 18 | 17 | 22 | 19 |
51188 | 388 | CD56 | BLOOD | HEMATOLOGY | 8133-1 | 84 | 43 | 39 | 41 | 36 |
51189 | 389 | CD57 | BLOOD | HEMATOLOGY | NA | 16 | 9 | 7 | 7 | 7 |
51190 | 390 | CD59 | BLOOD | HEMATOLOGY | 17177-7 | 40 | 18 | 17 | 22 | 19 |
51191 | 391 | CD64 | BLOOD | HEMATOLOGY | 17183-5 | 58 | 26 | 24 | 32 | 30 |
51192 | 392 | CD7 | BLOOD | HEMATOLOGY | 8135-6 | 158 | 78 | 70 | 80 | 76 |
51193 | 393 | CD71 | BLOOD | HEMATOLOGY | 8136-4 | 57 | 26 | 25 | 31 | 30 |
51194 | 394 | CD8 CELLS, PERCENT | BLOOD | HEMATOLOGY | 8137-2 | 2146 | 1650 | 419 | 496 | 256 |
51195 | 395 | COLLAGEN | BLOOD | HEMATOLOGY | NA | 15 | 13 | 13 | 2 | 2 |
51196 | 396 | D-DIMER | BLOOD | HEMATOLOGY | 48065-7 | 4476 | 4161 | 2620 | 315 | 203 |
51197 | 397 | ELLIPTOCYTES | BLOOD | HEMATOLOGY | 6681-1 | 1606 | 1283 | 841 | 323 | 180 |
51198 | 398 | ENVELOPE CELLS | BLOOD | HEMATOLOGY | 681-7 | 453 | 346 | 304 | 107 | 73 |
51199 | 399 | EOSINOPHIL COUNT | BLOOD | HEMATOLOGY | 26449-9 | 217 | 184 | 164 | 33 | 28 |
51200 | 400 | EOSINOPHILS | BLOOD | HEMATOLOGY | 711-2 | 172144 | 121971 | 25289 | 50173 | 12471 |
51201 | 401 | EPINEPHERINE | BLOOD | HEMATOLOGY | NA | 15 | 13 | 13 | 2 | 2 |
51202 | 402 | FACTOR II | BLOOD | HEMATOLOGY | 3289-6 | 30 | 18 | 17 | 12 | 12 |
51203 | 403 | FACTOR IX | BLOOD | HEMATOLOGY | 3188-0 | 52 | 33 | 31 | 19 | 7 |
51204 | 404 | FACTOR V | BLOOD | HEMATOLOGY | 3193-0 | 55 | 36 | 35 | 19 | 18 |
51205 | 405 | FACTOR VII | BLOOD | HEMATOLOGY | 3198-9 | 64 | 45 | 39 | 19 | 19 |
51206 | 406 | FACTOR VIII | BLOOD | HEMATOLOGY | 3209-4 | 482 | 375 | 184 | 107 | 59 |
51207 | 407 | FACTOR VIII INHIBITOR | BLOOD | HEMATOLOGY | 3204-5 | 48 | 28 | 6 | 20 | 3 |
51208 | 408 | FACTOR X | BLOOD | HEMATOLOGY | 3218-5 | 54 | 34 | 32 | 20 | 20 |
51209 | 409 | FACTOR XI | BLOOD | HEMATOLOGY | 3226-8 | 32 | 16 | 15 | 16 | 8 |
51210 | 410 | FACTOR XII | BLOOD | HEMATOLOGY | 3232-6 | 14 | 12 | 12 | 2 | 2 |
51211 | 411 | FACTOR XIII | BLOOD | HEMATOLOGY | 3240-9 | 15 | 13 | 13 | 2 | 2 |
51212 | 412 | FETAL HEMOGLOBIN | BLOOD | HEMATOLOGY | 4576-5 | 11 | 5 | 5 | 6 | 5 |
51213 | 413 | FIBRIN DEGRADATION PRODUCTS | BLOOD | HEMATOLOGY | 30226-5 | 5118 | 3573 | 1990 | 1545 | 686 |
51214 | 414 | FIBRINOGEN, FUNCTIONAL | BLOOD | HEMATOLOGY | 3255-7 | 45935 | 29022 | 9602 | 16913 | 6086 |
51215 | 415 | FMC-7 | BLOOD | HEMATOLOGY | 17220-5 | 153 | 88 | 75 | 65 | 59 |
51216 | 416 | FRAGMENTED CELLS | BLOOD | HEMATOLOGY | 10373-9 | 1552 | 1352 | 1138 | 200 | 123 |
51217 | 417 | GLYCO A | BLOOD | HEMATOLOGY | 17221-3 | 56 | 25 | 24 | 31 | 30 |
51218 | 418 | GRANULOCYTE COUNT | BLOOD | HEMATOLOGY | 30394-1 | 24375 | 18482 | 1690 | 5893 | 571 |
51219 | 419 | H/O SMEAR | BLOOD | HEMATOLOGY | 38924-7 | 1880 | 1740 | 314 | 140 | 88 |
51220 | 420 | HEINZ BODY PREP | BLOOD | HEMATOLOGY | 48068-1 | 41 | 34 | 31 | 7 | 6 |
51221 | 421 | HEMATOCRIT | BLOOD | HEMATOLOGY | 4544-3 | 881846 | 619162 | 29719 | 262684 | 15664 |
51222 | 422 | HEMOGLOBIN | BLOOD | HEMATOLOGY | 718-7 | 752523 | 523947 | 29635 | 228576 | 15663 |
51223 | 423 | HEMOGLOBIN A2 | BLOOD | HEMATOLOGY | 4552-6 | 80 | 53 | 53 | 27 | 26 |
51224 | 424 | HEMOGLOBIN C | BLOOD | HEMATOLOGY | 4561-7 | 285 | 224 | 213 | 61 | 51 |
51225 | 425 | HEMOGLOBIN F | BLOOD | HEMATOLOGY | 9749-3 | 96 | 68 | 52 | 28 | 18 |
51226 | 426 | HEMOGLOBLIN A | BLOOD | HEMATOLOGY | 10346-5 | 285 | 224 | 213 | 61 | 51 |
51227 | 427 | HEMOGLOBLIN S | BLOOD | HEMATOLOGY | 4622-7 | 285 | 224 | 213 | 61 | 51 |
51228 | 428 | HEPARIN | BLOOD | HEMATOLOGY | 13055-9 | 191 | 123 | 42 | 68 | 27 |
51229 | 429 | HEPARIN, LMW | BLOOD | HEMATOLOGY | 32684-3 | 643 | 524 | 248 | 119 | 87 |
51230 | 430 | HLA-DR | BLOOD | HEMATOLOGY | 32621-5 | 205 | 106 | 88 | 99 | 91 |
51231 | 431 | HOWELL-JOLLY BODIES | BLOOD | HEMATOLOGY | 7793-3 | 829 | 636 | 346 | 193 | 63 |
51232 | 432 | HYPERSEGMENTED NEUTROPHILS | BLOOD | HEMATOLOGY | 766-6 | 268 | 215 | 164 | 53 | 49 |
51233 | 433 | HYPOCHROMIA | BLOOD | HEMATOLOGY | 728-6 | 61634 | 55092 | 18363 | 6542 | 1585 |
51234 | 434 | IMMUNOPHENOTYPING | BLOOD | HEMATOLOGY | NA | 274 | 146 | 113 | 128 | 109 |
51235 | 435 | INHIBITOR SCREEN | BLOOD | HEMATOLOGY | NA | 162 | 111 | 100 | 51 | 49 |
51236 | 436 | INPATIENT HEMATOLOGY/ONCOLOGY SMEAR | BLOOD | HEMATOLOGY | NA | 685 | 108 | 63 | 577 | 428 |
51237 | 437 | INR(PT) | BLOOD | HEMATOLOGY | 5895-7 | 471183 | 328922 | 22614 | 142261 | 15185 |
51238 | 438 | KAPPA | BLOOD | HEMATOLOGY | NA | 215 | 112 | 96 | 103 | 94 |
51239 | 439 | LAMBDA | BLOOD | HEMATOLOGY | NA | 214 | 111 | 95 | 103 | 94 |
51240 | 440 | LARGE PLATELETS | BLOOD | HEMATOLOGY | 34167-7 | 6580 | 5462 | 1393 | 1118 | 272 |
51241 | 441 | LEUKOCYTE ALKALINE PHOSPHATASE | BLOOD | HEMATOLOGY | 4659-9 | 61 | 55 | 51 | 6 | 5 |
51242 | 442 | LUC | BLOOD | HEMATOLOGY | NA | 4 | 4 | 4 | NA | NA |
51243 | 443 | LUPUS ANTICOAGULANT | BLOOD | HEMATOLOGY | NA | 554 | 387 | 337 | 167 | 156 |
51244 | 444 | LYMPHOCYTES | BLOOD | HEMATOLOGY | 731-0 | 172149 | 121975 | 25290 | 50174 | 12471 |
51245 | 445 | LYMPHOCYTES, PERCENT | BLOOD | HEMATOLOGY | 26478-8 | 2378 | 1936 | 481 | 442 | 212 |
51246 | 446 | MACROCYTES | BLOOD | HEMATOLOGY | 738-5 | 60837 | 54296 | 18056 | 6541 | 1585 |
51247 | 447 | MACROOVALOCYTES | BLOOD | HEMATOLOGY | 10376-2 | 80 | 62 | 59 | 18 | 14 |
51248 | 448 | MCH | BLOOD | HEMATOLOGY | 785-6 | 748073 | 520963 | 29629 | 227110 | 15663 |
51249 | 449 | MCHC | BLOOD | HEMATOLOGY | 786-4 | 748226 | 521083 | 29629 | 227143 | 15663 |
51250 | 450 | MCV | BLOOD | HEMATOLOGY | 787-2 | 748056 | 520955 | 29629 | 227101 | 15663 |
51251 | 451 | METAMYELOCYTES | BLOOD | HEMATOLOGY | 28541-1 | 59207 | 42343 | 15289 | 16864 | 4050 |
51252 | 452 | MICROCYTES | BLOOD | HEMATOLOGY | 741-9 | 58059 | 51518 | 17904 | 6541 | 1585 |
51253 | 453 | MONOCYTE COUNT | BLOOD | HEMATOLOGY | 26484-6 | 6 | 6 | 4 | NA | NA |
51254 | 454 | MONOCYTES | BLOOD | HEMATOLOGY | 742-7 | 172148 | 121974 | 25290 | 50174 | 12471 |
51255 | 455 | MYELOCYTES | BLOOD | HEMATOLOGY | 26498-6 | 59159 | 42301 | 15282 | 16858 | 4050 |
51256 | 456 | NEUTROPHILS | BLOOD | HEMATOLOGY | 761-7 | 172149 | 121975 | 25290 | 50174 | 12471 |
51257 | 457 | NUCLEATED RED CELLS | BLOOD | HEMATOLOGY | 772-4 | 16568 | 13112 | 7677 | 3456 | 1028 |
51258 | 458 | OSMOTIC FRAGILITY | BLOOD | HEMATOLOGY | 34964-7 | 3 | 3 | 3 | NA | NA |
51259 | 459 | OTHER CELLS | BLOOD | HEMATOLOGY | 729-4 | 1762 | 925 | 459 | 837 | 223 |
51260 | 460 | OVALOCYTES | BLOOD | HEMATOLOGY | 774-0 | 16180 | 13299 | 6249 | 2881 | 816 |
51261 | 461 | PAPPENHEIMER BODIES | BLOOD | HEMATOLOGY | 7795-8 | 943 | 807 | 646 | 136 | 86 |
51262 | 462 | PENCIL CELLS | BLOOD | HEMATOLOGY | 10377-0 | 293 | 257 | 209 | 36 | 33 |
51263 | 463 | PLASMA CELLS | BLOOD | HEMATOLOGY | 13047-6 | 387 | 256 | 200 | 131 | 97 |
51264 | 464 | PLATELET CLUMPS | BLOOD | HEMATOLOGY | 40741-1 | 518 | 459 | 400 | 59 | 54 |
51265 | 465 | PLATELET COUNT | BLOOD | HEMATOLOGY | 777-3 | 778444 | 545091 | 29645 | 233353 | 15660 |
51266 | 466 | PLATELET SMEAR | BLOOD | HEMATOLOGY | 778-1 | 44151 | 37536 | 13971 | 6615 | 1568 |
51267 | 467 | POIKILOCYTOSIS | BLOOD | HEMATOLOGY | 779-9 | 55886 | 49345 | 17677 | 6541 | 1585 |
51268 | 468 | POLYCHROMASIA | BLOOD | HEMATOLOGY | 10378-8 | 47280 | 40739 | 16057 | 6541 | 1585 |
51269 | 469 | PROMYELOCYTES | BLOOD | HEMATOLOGY | 781-5 | 2489 | 1622 | 870 | 867 | 358 |
51270 | 470 | PROTEIN C, ANTIGEN | BLOOD | HEMATOLOGY | 27820-0 | 50 | 33 | 30 | 17 | 17 |
51271 | 471 | PROTEIN C, FUNCTIONAL | BLOOD | HEMATOLOGY | 27818-4 | 334 | 239 | 225 | 95 | 92 |
51272 | 472 | PROTEIN S, ANTIGEN | BLOOD | HEMATOLOGY | 27823-4 | 72 | 46 | 42 | 26 | 25 |
51273 | 473 | PROTEIN S, FUNCTIONAL | BLOOD | HEMATOLOGY | 31102-7 | 181 | 92 | 85 | 89 | 84 |
51274 | 474 | PT | BLOOD | HEMATOLOGY | 5902-2 | 469090 | 326856 | 22609 | 142234 | 15184 |
51275 | 475 | PTT | BLOOD | HEMATOLOGY | 3173-2 | 474937 | 328698 | 22567 | 146239 | 15136 |
51276 | 476 | QUANTITATIVE G6PD | BLOOD | HEMATOLOGY | 32546-4 | 277 | 187 | 170 | 90 | 84 |
51277 | 477 | RDW | BLOOD | HEMATOLOGY | 788-0 | 746896 | 519816 | 29623 | 227080 | 15663 |
51278 | 478 | RED BLOOD CELL FRAGMENTS | BLOOD | HEMATOLOGY | NA | 3876 | 3876 | 1731 | NA | NA |
51279 | 479 | RED BLOOD CELLS | BLOOD | HEMATOLOGY | 789-8 | 748078 | 520964 | 29629 | 227114 | 15663 |
51280 | 480 | REPTILASE TIME | BLOOD | HEMATOLOGY | 6683-7 | 22 | 20 | 19 | 2 | 1 |
51281 | 481 | REPTILASE TIME CONTROL | BLOOD | HEMATOLOGY | NA | 22 | 20 | 19 | 2 | 1 |
51282 | 482 | RETICULOCYTE COUNT, ABSOLUTE | BLOOD | HEMATOLOGY | 14196-0 | 4 | 4 | 4 | NA | NA |
51283 | 483 | RETICULOCYTE COUNT, AUTOMATED | BLOOD | HEMATOLOGY | 17849-1 | 10075 | 7509 | 4655 | 2566 | 1821 |
51284 | 484 | RETICULOCYTE COUNT, MANUAL | BLOOD | HEMATOLOGY | 31112-6 | 2173 | 1886 | 1178 | 287 | 212 |
51285 | 485 | RETICULOCYTE, CELLULAR HEMOGLOBIN | BLOOD | HEMATOLOGY | NA | 6 | 6 | 6 | NA | NA |
51286 | 486 | RISTOCETIN | BLOOD | HEMATOLOGY | NA | 17 | 14 | 14 | 3 | 3 |
51287 | 487 | SCHISTOCYTES | BLOOD | HEMATOLOGY | 800-3 | 10339 | 8421 | 4814 | 1918 | 603 |
51288 | 488 | SEDIMENTATION RATE | BLOOD | HEMATOLOGY | 4537-7 | 8377 | 6208 | 3140 | 2169 | 1328 |
51289 | 489 | SERUM VISCOSITY | BLOOD | HEMATOLOGY | 3128-6 | 98 | 60 | 41 | 38 | 28 |
51290 | 490 | SICKLE CELL PREPARATION | BLOOD | HEMATOLOGY | 6864-3 | 28 | 25 | 22 | 3 | 3 |
51291 | 491 | SICKLE CELLS | BLOOD | HEMATOLOGY | 801-1 | 91 | 86 | 20 | 5 | 5 |
51292 | 492 | SPHEROCYTES | BLOOD | HEMATOLOGY | 802-9 | 2783 | 2111 | 1507 | 672 | 266 |
51293 | 493 | SUGAR WATER TEST | BLOOD | HEMATOLOGY | 12260-6 | 3 | 3 | 3 | NA | NA |
51294 | 494 | TARGET CELLS | BLOOD | HEMATOLOGY | 10381-2 | 5806 | 5035 | 3033 | 771 | 373 |
51295 | 495 | TDT | BLOOD | HEMATOLOGY | NA | 9 | NA | NA | 9 | 8 |
51296 | 496 | TEARDROP CELLS | BLOOD | HEMATOLOGY | 7791-7 | 8995 | 7135 | 3807 | 1860 | 550 |
51297 | 497 | THROMBIN | BLOOD | HEMATOLOGY | 3243-3 | 580 | 395 | 317 | 185 | 151 |
51298 | 498 | VON WILLEBRAND FACTOR ACTIVITY | BLOOD | HEMATOLOGY | 6014-5 | 135 | 93 | 76 | 42 | 26 |
51299 | 499 | VON WILLEBRAND FACTOR ANTIGEN | BLOOD | HEMATOLOGY | 6012-9 | 127 | 84 | 73 | 43 | 25 |
51300 | 500 | WBC COUNT | BLOOD | HEMATOLOGY | 26464-8 | 2371 | 1929 | 480 | 442 | 212 |
51301 | 501 | WHITE BLOOD CELLS | BLOOD | HEMATOLOGY | 804-5 | 753301 | 525536 | 29672 | 227765 | 15663 |
51302 | 502 | YOUNG CELLS | BLOOD | HEMATOLOGY | 51633-6 | 149 | 132 | 108 | 17 | 14 |
51303 | 503 | CD10 | BONE MARROW | HEMATOLOGY | 51216-0 | 217 | 104 | 94 | 113 | 99 |
51304 | 504 | CD103 | BONE MARROW | HEMATOLOGY | 51221-0 | 4 | 4 | 4 | NA | NA |
51305 | 505 | CD117 | BONE MARROW | HEMATOLOGY | 42866-4 | 109 | 41 | 29 | 68 | 49 |
51306 | 506 | CD11C | BONE MARROW | HEMATOLOGY | 33202-3 | 79 | 32 | 24 | 47 | 41 |
51307 | 507 | CD13 | BONE MARROW | HEMATOLOGY | 51237-6 | 139 | 61 | 38 | 78 | 57 |
51308 | 508 | CD138 | BONE MARROW | HEMATOLOGY | NA | 5 | 4 | 4 | 1 | 1 |
51309 | 509 | CD14 | BONE MARROW | HEMATOLOGY | 32507-6 | 92 | 32 | 26 | 60 | 44 |
51310 | 510 | CD15 | BONE MARROW | HEMATOLOGY | 51251-7 | 99 | 34 | 26 | 65 | 46 |
51311 | 511 | CD16 | BONE MARROW | HEMATOLOGY | NA | 5 | 2 | 2 | 3 | 3 |
51312 | 512 | CD16/56 | BONE MARROW | HEMATOLOGY | 51255-8 | 14 | 3 | 3 | 11 | 10 |
51313 | 513 | CD19 | BONE MARROW | HEMATOLOGY | 32525-8 | 248 | 123 | 108 | 125 | 105 |
51314 | 514 | CD2 | BONE MARROW | HEMATOLOGY | 32527-4 | 168 | 80 | 67 | 88 | 77 |
51315 | 515 | CD20 | BONE MARROW | HEMATOLOGY | NA | 216 | 102 | 92 | 114 | 99 |
51316 | 516 | CD22 | BONE MARROW | HEMATOLOGY | NA | 2 | 2 | 2 | NA | NA |
51317 | 517 | CD23 | BONE MARROW | HEMATOLOGY | 51268-1 | 141 | 72 | 68 | 69 | 63 |
51318 | 518 | CD25 | BONE MARROW | HEMATOLOGY | NA | 6 | 3 | 3 | 3 | 3 |
51319 | 519 | CD3 | BONE MARROW | HEMATOLOGY | 32529-0 | 219 | 103 | 91 | 116 | 99 |
51320 | 520 | CD33 | BONE MARROW | HEMATOLOGY | 51293-9 | 115 | 49 | 32 | 66 | 48 |
51321 | 521 | CD34 | BONE MARROW | HEMATOLOGY | 57400-4 | 155 | 68 | 42 | 87 | 61 |
51322 | 522 | CD38 | BONE MARROW | HEMATOLOGY | NA | 9 | 4 | 4 | 5 | 5 |
51323 | 523 | CD4 | BONE MARROW | HEMATOLOGY | 51301-0 | 95 | 39 | 33 | 56 | 51 |
51324 | 524 | CD41 | BONE MARROW | HEMATOLOGY | 51319-2 | 73 | 27 | 22 | 46 | 40 |
51325 | 525 | CD45 | BONE MARROW | HEMATOLOGY | 51340-8 | 307 | 151 | 116 | 156 | 115 |
51326 | 526 | CD5 | BONE MARROW | HEMATOLOGY | 35640-2 | 208 | 101 | 91 | 107 | 96 |
51327 | 527 | CD55 | BONE MARROW | HEMATOLOGY | 51344-0 | 2 | 1 | 1 | 1 | 1 |
51328 | 528 | CD56 | BONE MARROW | HEMATOLOGY | NA | 77 | 32 | 28 | 45 | 40 |
51329 | 529 | CD57 | BONE MARROW | HEMATOLOGY | NA | 3 | 1 | 1 | 2 | 2 |
51330 | 530 | CD59 | BONE MARROW | HEMATOLOGY | 51358-0 | 2 | 1 | 1 | 1 | 1 |
51331 | 531 | CD64 | BONE MARROW | HEMATOLOGY | 51365-5 | 80 | 36 | 25 | 44 | 39 |
51332 | 532 | CD7 | BONE MARROW | HEMATOLOGY | 35641-0 | 175 | 85 | 68 | 90 | 78 |
51333 | 533 | CD71 | BONE MARROW | HEMATOLOGY | NA | 67 | 28 | 25 | 39 | 37 |
51334 | 534 | CD8 | BONE MARROW | HEMATOLOGY | 51372-1 | 87 | 34 | 29 | 53 | 49 |
51335 | 535 | FMC-7 | BONE MARROW | HEMATOLOGY | NA | 140 | 71 | 67 | 69 | 63 |
51336 | 536 | GLYCO A | BONE MARROW | HEMATOLOGY | 33208-0 | 64 | 24 | 21 | 40 | 38 |
51337 | 537 | HLA-DR | BONE MARROW | HEMATOLOGY | 51380-4 | 218 | 103 | 92 | 115 | 99 |
51338 | 538 | IMMUNOPHENOTYPING | BONE MARROW | HEMATOLOGY | NA | 315 | 163 | 119 | 152 | 115 |
51339 | 539 | IRON STAIN | BONE MARROW | HEMATOLOGY | 13513-7 | 340 | 277 | 222 | 63 | 51 |
51340 | 540 | KAPPA | BONE MARROW | HEMATOLOGY | NA | 218 | 107 | 98 | 111 | 97 |
51341 | 541 | LAMBDA | BONE MARROW | HEMATOLOGY | NA | 218 | 107 | 98 | 111 | 97 |
51342 | 542 | WRIGHT GIEMSA | BONE MARROW | HEMATOLOGY | 10355-6 | 637 | 481 | 304 | 156 | 93 |
51343 | 543 | ATYPICAL LYMPHOCYTES | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 30416-2 | 310 | 218 | 191 | 92 | 77 |
51344 | 544 | BANDS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26509-0 | 260 | 200 | 185 | 60 | 56 |
51345 | 545 | BASOPHILS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 30374-3 | 119 | 92 | 75 | 27 | 24 |
51346 | 546 | BLASTS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26447-3 | 16 | 8 | 5 | 8 | 5 |
51347 | 547 | EOSINOPHILS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26451-5 | 655 | 471 | 371 | 184 | 129 |
51348 | 548 | HEMATOCRIT, CSF | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 30398-2 | 59 | 27 | 22 | 32 | 25 |
51349 | 549 | HYPERSEGMENTED NEUTROPHILS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26506-6 | 1 | 1 | 1 | NA | NA |
51350 | 550 | IMMUNOPHENOTYPING | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | NA | 15 | 2 | 2 | 13 | 13 |
51351 | 551 | LYMPHS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26479-6 | 4732 | 3403 | 2047 | 1329 | 793 |
51352 | 552 | MACROPHAGE | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 30426-1 | 1138 | 819 | 636 | 319 | 233 |
51353 | 553 | MESOTHELIAL CELLS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 30429-5 | 41 | 32 | 29 | 9 | 9 |
51354 | 554 | METAMYELOCYTES | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 30366-9 | 28 | 10 | 10 | 18 | 18 |
51355 | 555 | MONOCYTES | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26486-1 | 4701 | 3380 | 2047 | 1321 | 793 |
51356 | 556 | MYELOCYTES | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 30447-7 | 11 | 5 | 5 | 6 | 6 |
51357 | 557 | NRBC | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 48778-5 | 138 | 116 | 102 | 22 | 22 |
51358 | 558 | OTHER | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | NA | 332 | 221 | 156 | 111 | 77 |
51359 | 559 | PLASMA | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 47413-0 | 25 | 12 | 12 | 13 | 8 |
51360 | 560 | POLYS | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26517-3 | 4689 | 3374 | 2047 | 1315 | 793 |
51361 | 561 | PROMYELOCYTES | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | NA | 5 | 1 | 1 | 4 | 3 |
51362 | 562 | RBC, CSF | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26454-9 | 4700 | 3403 | 2043 | 1297 | 783 |
51363 | 563 | WBC, CSF | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | 26465-5 | 4718 | 3390 | 2048 | 1328 | 792 |
51364 | 564 | YOUNG | CEREBROSPINAL FLUID (CSF) | HEMATOLOGY | NA | 10 | 10 | 10 | NA | NA |
51365 | 565 | ATYPICAL LYMPHOCYTES | JOINT FLUID | HEMATOLOGY | 33371-6 | 17 | 14 | 13 | 3 | 3 |
51366 | 566 | BANDS | JOINT FLUID | HEMATOLOGY | 33361-7 | 43 | 33 | 33 | 10 | 10 |
51367 | 567 | BASOPHILS | JOINT FLUID | HEMATOLOGY | 17833-5 | 10 | 8 | 8 | 2 | 2 |
51368 | 568 | EOSINOPHILS | JOINT FLUID | HEMATOLOGY | 17834-3 | 83 | 47 | 42 | 36 | 31 |
51369 | 569 | HEMATOCRIT, JOINT FLUID | JOINT FLUID | HEMATOLOGY | NA | 87 | 42 | 35 | 45 | 40 |
51370 | 570 | JOINT CRYSTALS, BIREFRINGENCE | JOINT FLUID | HEMATOLOGY | NA | 234 | 173 | 130 | 61 | 48 |
51372 | 572 | JOINT CRYSTALS, LOCATION | JOINT FLUID | HEMATOLOGY | NA | 234 | 173 | 130 | 61 | 48 |
51373 | 573 | JOINT CRYSTALS, NUMBER | JOINT FLUID | HEMATOLOGY | NA | 591 | 425 | 303 | 166 | 134 |
51374 | 574 | JOINT CRYSTALS, SHAPE | JOINT FLUID | HEMATOLOGY | NA | 234 | 173 | 130 | 61 | 48 |
51375 | 575 | LYMPHOCYTES | JOINT FLUID | HEMATOLOGY | 26483-8 | 683 | 476 | 316 | 207 | 152 |
51376 | 576 | MACROPHAGE | JOINT FLUID | HEMATOLOGY | 33376-5 | 236 | 147 | 119 | 89 | 73 |
51377 | 577 | MESOTHELIAL CELLS | JOINT FLUID | HEMATOLOGY | 33365-8 | 25 | 17 | 16 | 8 | 8 |
51378 | 578 | METAMYELOCYTES | JOINT FLUID | HEMATOLOGY | NA | 1 | 1 | 1 | NA | NA |
51379 | 579 | MONOCYTES | JOINT FLUID | HEMATOLOGY | 17835-0 | 683 | 476 | 316 | 207 | 152 |
51380 | 580 | NRBC | JOINT FLUID | HEMATOLOGY | 48040-0 | 13 | 9 | 8 | 4 | 4 |
51381 | 581 | OTHER | JOINT FLUID | HEMATOLOGY | NA | 48 | 37 | 36 | 11 | 11 |
51382 | 582 | POLYS | JOINT FLUID | HEMATOLOGY | 26522-3 | 683 | 476 | 316 | 207 | 152 |
51383 | 583 | RBC, JOINT FLUID | JOINT FLUID | HEMATOLOGY | 26458-0 | 611 | 446 | 300 | 165 | 130 |
51384 | 584 | WBC, JOINT FLUID | JOINT FLUID | HEMATOLOGY | 26469-7 | 683 | 476 | 316 | 207 | 152 |
51385 | 585 | ATYPICAL LYMPHOCYTES | OTHER BODY FLUID | HEMATOLOGY | 30417-0 | 68 | 43 | 43 | 25 | 25 |
51386 | 586 | BANDS | OTHER BODY FLUID | HEMATOLOGY | 26510-8 | 111 | 68 | 68 | 43 | 39 |
51387 | 587 | BASOPHILS | OTHER BODY FLUID | HEMATOLOGY | 28543-7 | 75 | 49 | 48 | 26 | 24 |
51388 | 588 | CD10 | OTHER BODY FLUID | HEMATOLOGY | 51217-8 | 384 | 245 | 199 | 139 | 122 |
51389 | 589 | CD103 | OTHER BODY FLUID | HEMATOLOGY | NA | 3 | 1 | 1 | 2 | 2 |
51390 | 590 | CD117 | OTHER BODY FLUID | HEMATOLOGY | 42867-2 | 28 | 21 | 18 | 7 | 6 |
51391 | 591 | CD11C | OTHER BODY FLUID | HEMATOLOGY | 51232-7 | 25 | 19 | 17 | 6 | 6 |
51392 | 592 | CD13 | OTHER BODY FLUID | HEMATOLOGY | 51238-4 | 51 | 29 | 24 | 22 | 13 |
51393 | 593 | CD138 | OTHER BODY FLUID | HEMATOLOGY | 42871-4 | 21 | 9 | 9 | 12 | 11 |
51394 | 594 | CD14 | OTHER BODY FLUID | HEMATOLOGY | 51248-3 | 19 | 14 | 13 | 5 | 4 |
51395 | 595 | CD15 | OTHER BODY FLUID | HEMATOLOGY | 51252-5 | 25 | 15 | 13 | 10 | 7 |
51396 | 596 | CD16 | OTHER BODY FLUID | HEMATOLOGY | NA | 5 | 3 | 3 | 2 | 2 |
51397 | 597 | CD16/56 | OTHER BODY FLUID | HEMATOLOGY | 18268-3 | 31 | 22 | 22 | 9 | 9 |
51398 | 598 | CD19 | OTHER BODY FLUID | HEMATOLOGY | 17829-3 | 682 | 414 | 300 | 268 | 198 |
51399 | 599 | CD2 | OTHER BODY FLUID | HEMATOLOGY | 17827-7 | 258 | 157 | 138 | 101 | 89 |
51400 | 600 | CD20 | OTHER BODY FLUID | HEMATOLOGY | 57418-6 | 387 | 243 | 198 | 144 | 124 |
51401 | 601 | CD22 | OTHER BODY FLUID | HEMATOLOGY | 42875-5 | 9 | 6 | 5 | 3 | 3 |
51402 | 602 | CD23 | OTHER BODY FLUID | HEMATOLOGY | 51269-9 | 317 | 202 | 170 | 115 | 104 |
51403 | 603 | CD25 | OTHER BODY FLUID | HEMATOLOGY | NA | 6 | 1 | 1 | 5 | 4 |
51404 | 604 | CD3 | OTHER BODY FLUID | HEMATOLOGY | 17826-9 | 468 | 307 | 229 | 161 | 132 |
51405 | 605 | CD33 | OTHER BODY FLUID | HEMATOLOGY | 51294-7 | 32 | 19 | 17 | 13 | 6 |
51406 | 606 | CD34 | OTHER BODY FLUID | HEMATOLOGY | NA | 238 | 148 | 73 | 90 | 45 |
51407 | 607 | CD38 | OTHER BODY FLUID | HEMATOLOGY | 51299-6 | 13 | 8 | 7 | 5 | 5 |
51408 | 608 | CD4 | OTHER BODY FLUID | HEMATOLOGY | 17822-8 | 71 | 47 | 42 | 24 | 19 |
51409 | 609 | CD4/CD8 RATIO | OTHER BODY FLUID | HEMATOLOGY | 18266-7 | 8 | 5 | 4 | 3 | 3 |
51410 | 610 | CD41 | OTHER BODY FLUID | HEMATOLOGY | 51320-0 | 12 | 10 | 9 | 2 | 2 |
51411 | 611 | CD45 | OTHER BODY FLUID | HEMATOLOGY | 17823-6 | 715 | 434 | 307 | 281 | 204 |
51412 | 612 | CD5 | OTHER BODY FLUID | HEMATOLOGY | 57423-6 | 389 | 249 | 202 | 140 | 118 |
51413 | 613 | CD56 | OTHER BODY FLUID | HEMATOLOGY | 57424-4 | 35 | 17 | 17 | 18 | 14 |
51414 | 614 | CD57 | OTHER BODY FLUID | HEMATOLOGY | NA | 2 | 1 | 1 | 1 | 1 |
51415 | 615 | CD64 | OTHER BODY FLUID | HEMATOLOGY | 51366-3 | 22 | 14 | 13 | 8 | 5 |
51416 | 616 | CD7 | OTHER BODY FLUID | HEMATOLOGY | 57425-1 | 260 | 159 | 140 | 101 | 89 |
51417 | 617 | CD71 | OTHER BODY FLUID | HEMATOLOGY | 57426-9 | 11 | 9 | 9 | 2 | 2 |
51418 | 618 | CD8 | OTHER BODY FLUID | HEMATOLOGY | 17824-4 | 66 | 44 | 41 | 22 | 18 |
51419 | 619 | EOSINOPHILS | OTHER BODY FLUID | HEMATOLOGY | 26452-3 | 601 | 375 | 314 | 226 | 202 |
51420 | 620 | FMC-7 | OTHER BODY FLUID | HEMATOLOGY | 57428-5 | 314 | 199 | 169 | 115 | 104 |
51421 | 621 | GLYCO A | OTHER BODY FLUID | HEMATOLOGY | 57430-1 | 10 | 8 | 8 | 2 | 2 |
51422 | 622 | HEMATOCRIT, OTHER FLUID | OTHER BODY FLUID | HEMATOLOGY | 11153-4 | 288 | 174 | 151 | 114 | 100 |
51423 | 623 | HLA-DR | OTHER BODY FLUID | HEMATOLOGY | 51381-2 | 332 | 213 | 179 | 119 | 106 |
51424 | 624 | IMMUNOPHENOTYPING | OTHER BODY FLUID | HEMATOLOGY | NA | 574 | 299 | 230 | 275 | 208 |
51425 | 625 | KAPPA | OTHER BODY FLUID | HEMATOLOGY | NA | 555 | 331 | 257 | 224 | 176 |
51426 | 626 | LAMBDA | OTHER BODY FLUID | HEMATOLOGY | NA | 555 | 331 | 257 | 224 | 176 |
51427 | 627 | LYMPHOCYTES | OTHER BODY FLUID | HEMATOLOGY | 11031-2 | 1969 | 1234 | 930 | 735 | 600 |
51428 | 628 | MACROPHAGE | OTHER BODY FLUID | HEMATOLOGY | 12230-9 | 1078 | 622 | 520 | 456 | 392 |
51429 | 629 | MESOTHELIAL CELLS | OTHER BODY FLUID | HEMATOLOGY | 28544-5 | 479 | 312 | 255 | 167 | 153 |
51430 | 630 | METAMYELOCYTES | OTHER BODY FLUID | HEMATOLOGY | 17801-2 | 13 | 6 | 6 | 7 | 7 |
51431 | 631 | MONOS | OTHER BODY FLUID | HEMATOLOGY | 10330-9 | 1966 | 1231 | 930 | 735 | 600 |
51432 | 632 | MYELOCYTES | OTHER BODY FLUID | HEMATOLOGY | 17800-4 | 6 | 4 | 4 | 2 | 2 |
51433 | 633 | NRBC | OTHER BODY FLUID | HEMATOLOGY | NA | 46 | 26 | 25 | 20 | 19 |
51434 | 634 | OTHER CELL | OTHER BODY FLUID | HEMATOLOGY | NA | 546 | 310 | 286 | 236 | 204 |
51435 | 635 | PLASMA | OTHER BODY FLUID | HEMATOLOGY | 17803-8 | 11 | 8 | 7 | 3 | 3 |
51436 | 636 | POLYS | OTHER BODY FLUID | HEMATOLOGY | 26518-1 | 1969 | 1234 | 930 | 735 | 600 |
51437 | 637 | PROMYELOCYTES | OTHER BODY FLUID | HEMATOLOGY | 17799-8 | 3 | 2 | 2 | 1 | 1 |
51438 | 638 | RBC, OTHER FLUID | OTHER BODY FLUID | HEMATOLOGY | 26455-6 | 1368 | 1071 | 807 | 297 | 263 |
51439 | 639 | WBC, OTHER FLUID | OTHER BODY FLUID | HEMATOLOGY | 26466-3 | 1519 | 1141 | 867 | 378 | 334 |
51440 | 640 | ATYPICAL LYMPHOCYTES | PLEURAL | HEMATOLOGY | 33370-8 | 159 | 116 | 108 | 43 | 42 |
51441 | 641 | BANDS | PLEURAL | HEMATOLOGY | NA | 121 | 83 | 77 | 38 | 38 |
51442 | 642 | BASOPHILS | PLEURAL | HEMATOLOGY | 35070-2 | 137 | 104 | 97 | 33 | 32 |
51443 | 643 | BLASTS | PLEURAL | HEMATOLOGY | NA | 5 | 2 | 2 | 3 | 2 |
51444 | 644 | EOSINOPHILS | PLEURAL | HEMATOLOGY | 30379-2 | 778 | 523 | 412 | 255 | 215 |
51445 | 645 | HEMATOCRIT, PLEURAL | PLEURAL | HEMATOLOGY | NA | 285 | 189 | 160 | 96 | 85 |
51446 | 646 | LYMPHOCYTES | PLEURAL | HEMATOLOGY | 26481-2 | 2613 | 1802 | 1255 | 811 | 571 |
51447 | 647 | MACROPHAGES | PLEURAL | HEMATOLOGY | 40520-9 | 1528 | 1004 | 787 | 524 | 401 |
51448 | 648 | MESOTHELIAL CELLS | PLEURAL | HEMATOLOGY | 30431-1 | 1511 | 1039 | 812 | 472 | 371 |
51449 | 649 | METAMYELOCYTES | PLEURAL | HEMATOLOGY | NA | 10 | 6 | 6 | 4 | 4 |
51450 | 650 | MONOS | PLEURAL | HEMATOLOGY | 33362-5 | 2613 | 1802 | 1255 | 811 | 571 |
51451 | 651 | MYELOCYTES | PLEURAL | HEMATOLOGY | NA | 9 | 7 | 7 | 2 | 2 |
51452 | 652 | NRBC | PLEURAL | HEMATOLOGY | NA | 70 | 50 | 48 | 20 | 20 |
51453 | 653 | OTHER | PLEURAL | HEMATOLOGY | NA | 633 | 378 | 336 | 255 | 217 |
51454 | 654 | PLASMA CELLS | PLEURAL | HEMATOLOGY | 40522-5 | 83 | 46 | 46 | 37 | 35 |
51455 | 655 | POLYS | PLEURAL | HEMATOLOGY | 26519-9 | 2612 | 1801 | 1255 | 811 | 571 |
51456 | 656 | PROMYELOCYTES | PLEURAL | HEMATOLOGY | NA | 5 | 3 | 3 | 2 | 2 |
51457 | 657 | RBC, PLEURAL | PLEURAL | HEMATOLOGY | 26456-4 | 2446 | 1706 | 1214 | 740 | 524 |
51458 | 658 | WBC, PLEURAL | PLEURAL | HEMATOLOGY | 26467-1 | 2614 | 1803 | 1255 | 811 | 571 |
51459 | 659 | YOUNG CELLS | PLEURAL | HEMATOLOGY | NA | 1 | 1 | 1 | NA | NA |
51460 | 660 | BLOOD, OCCULT | STOOL | HEMATOLOGY | 2335-8 | 224 | 185 | 156 | 39 | 34 |
51461 | 661 | AMMONIUM BIURATE | URINE | HEMATOLOGY | 12454-5 | 17 | 12 | 12 | 5 | 5 |
51462 | 662 | AMORPHOUS CRYSTALS | URINE | HEMATOLOGY | 8246-1 | 6839 | 5412 | 3960 | 1427 | 1136 |
51463 | 663 | BACTERIA | URINE | HEMATOLOGY | 5769-5 | 73412 | 58045 | 16909 | 15367 | 6413 |
51464 | 664 | BILIRUBIN | URINE | HEMATOLOGY | 5770-3 | 99679 | 78513 | 19830 | 21166 | 7954 |
51465 | 665 | BILIRUBIN CRYSTALS | URINE | HEMATOLOGY | 5771-1 | 83 | 57 | 54 | 26 | 26 |
51466 | 666 | BLOOD | URINE | HEMATOLOGY | 5794-3 | 99725 | 78543 | 19830 | 21182 | 7967 |
51467 | 667 | BROAD CASTS | URINE | HEMATOLOGY | 18487-9 | 25 | 9 | 9 | 16 | 16 |
51468 | 668 | CALCIUM CARBONATE CRYSTALS | URINE | HEMATOLOGY | 5773-7 | 7 | 3 | 3 | 4 | 4 |
51469 | 669 | CALCIUM OXALATE CRYSTALS | URINE | HEMATOLOGY | 5774-5 | 1420 | 1114 | 887 | 306 | 268 |
51470 | 670 | CALCIUM PHOSPHATE CRYSTALS | URINE | HEMATOLOGY | 5775-2 | 20 | 11 | 11 | 9 | 9 |
51471 | 671 | CELLULAR CAST | URINE | HEMATOLOGY | NA | 144 | 59 | 58 | 85 | 84 |
51472 | 672 | CHOLESTEROL CRYSTALS | URINE | HEMATOLOGY | 5777-8 | 5 | 3 | 3 | 2 | 2 |
51473 | 673 | CYSTEINE CRYSTALS | URINE | HEMATOLOGY | 5782-8 | 5 | 5 | 4 | NA | NA |
51474 | 674 | EOSINOPHILS | URINE | HEMATOLOGY | 25156-1 | 3365 | 2665 | 1979 | 700 | 529 |
51475 | 675 | EPITHELIAL CASTS | URINE | HEMATOLOGY | NA | 4 | 3 | 3 | 1 | 1 |
51476 | 676 | EPITHELIAL CELLS | URINE | HEMATOLOGY | 5787-7 | 83206 | 59648 | 17002 | 23558 | 9797 |
51477 | 677 | FREE FAT | URINE | HEMATOLOGY | 53359-6 | 2 | 2 | 2 | NA | NA |
51478 | 678 | GLUCOSE | URINE | HEMATOLOGY | 5792-7 | 101279 | 78870 | 19840 | 22409 | 8624 |
51479 | 679 | GRANULAR CASTS | URINE | HEMATOLOGY | 5793-5 | 6546 | 3940 | 2867 | 2606 | 1859 |
51480 | 680 | HEMATOCRIT | URINE | HEMATOLOGY | 17809-5 | 5 | 4 | 4 | 1 | 1 |
51481 | 681 | HEMOSIDERIN | URINE | HEMATOLOGY | 4644-1 | 157 | 140 | 122 | 17 | 16 |
51482 | 682 | HYALINE CASTS | URINE | HEMATOLOGY | 5796-8 | 15122 | 7525 | 4710 | 7597 | 4721 |
51483 | 683 | HYPHENATED YEAST | URINE | HEMATOLOGY | 41865-7 | 1 | 1 | 1 | NA | NA |
51484 | 684 | KETONE | URINE | HEMATOLOGY | 5797-6 | 101623 | 78766 | 19843 | 22857 | 8966 |
51485 | 685 | LEUCINE CRYSTALS | URINE | HEMATOLOGY | 5798-4 | 2 | 1 | 1 | 1 | 1 |
51486 | 686 | LEUKOCYTES | URINE | HEMATOLOGY | 5799-2 | 97624 | 76455 | 19273 | 21169 | 7956 |
51487 | 687 | NITRITE | URINE | HEMATOLOGY | 5802-4 | 99674 | 78511 | 19830 | 21163 | 7955 |
51488 | 688 | NON-SQUAMOUS EPITHELIAL CELLS | URINE | HEMATOLOGY | 41284-1 | 13 | 3 | 3 | 10 | 10 |
51489 | 689 | NONSQUAMOUS EPITHELIAL CELL | URINE | HEMATOLOGY | 41284-1 | 263 | 250 | 239 | 13 | 13 |
51490 | 690 | OVAL FAT BODY | URINE | HEMATOLOGY | NA | 11 | 3 | 2 | 8 | 8 |
51491 | 691 | PH | URINE | HEMATOLOGY | 5803-2 | 116089 | 81325 | 19906 | 34764 | 12527 |
51492 | 692 | PROTEIN | URINE | HEMATOLOGY | 5804-0 | 106418 | 79679 | 19862 | 26739 | 10075 |
51493 | 693 | RBC | URINE | HEMATOLOGY | 5808-1 | 84285 | 60003 | 17014 | 24282 | 10002 |
51494 | 694 | RBC CASTS | URINE | HEMATOLOGY | 5807-3 | 50 | 31 | 31 | 19 | 19 |
51495 | 695 | RBC CLUMPS | URINE | HEMATOLOGY | NA | 34 | 29 | 29 | 5 | 5 |
51496 | 696 | REDUCING SUBSTANCES, URINE | URINE | HEMATOLOGY | NA | 26 | 25 | 22 | 1 | 1 |
51497 | 697 | RENAL EPITHELIAL CELLS | URINE | HEMATOLOGY | 26052-1 | 2058 | 1566 | 1373 | 492 | 465 |
51498 | 698 | SPECIFIC GRAVITY | URINE | HEMATOLOGY | 5811-5 | 115866 | 81314 | 19906 | 34552 | 12443 |
51499 | 699 | SPERM | URINE | HEMATOLOGY | 8248-7 | 398 | 302 | 257 | 96 | 83 |
51500 | 700 | SULFONAMIDES | URINE | HEMATOLOGY | 5812-3 | 14 | 11 | 11 | 3 | 3 |
51501 | 701 | TRANSITIONAL EPITHELIAL CELLS | URINE | HEMATOLOGY | 30089-7 | 5284 | 3195 | 2445 | 2089 | 1607 |
51502 | 702 | TRICHOMONAS | URINE | HEMATOLOGY | 32724-7 | 36 | 32 | 26 | 4 | 4 |
51503 | 703 | TRIPLE PHOSPHATE CRYSTALS | URINE | HEMATOLOGY | 5814-9 | 340 | 285 | 234 | 55 | 49 |
51504 | 704 | TYROSINE CRYSTALS | URINE | HEMATOLOGY | 5815-6 | 3 | 3 | 3 | NA | NA |
51505 | 705 | URIC ACID CRYSTALS | URINE | HEMATOLOGY | 5817-2 | 1057 | 777 | 668 | 280 | 229 |
51506 | 706 | URINE APPEARANCE | URINE | HEMATOLOGY | 5767-9 | 99838 | 78609 | 19834 | 21229 | 7995 |
51507 | 707 | URINE CASTS, OTHER | URINE | HEMATOLOGY | 9842-6 | 198 | 157 | 151 | 41 | 40 |
51508 | 708 | URINE COLOR | URINE | HEMATOLOGY | 5778-6 | 100376 | 78677 | 19839 | 21699 | 8273 |
51510 | 710 | URINE CRYSTALS, OTHER | URINE | HEMATOLOGY | 5783-6 | 158 | 124 | 120 | 34 | 34 |
51511 | 711 | URINE FAT BODIES | URINE | HEMATOLOGY | 2272-3 | 36 | 23 | 23 | 13 | 13 |
51512 | 712 | URINE MUCOUS | URINE | HEMATOLOGY | 8247-9 | 14204 | 9601 | 5948 | 4603 | 2643 |
51513 | 713 | URINE SPECIMEN TYPE | URINE | HEMATOLOGY | 19159-3 | 1059 | 1011 | 892 | 48 | 47 |
51514 | 714 | UROBILINOGEN | URINE | HEMATOLOGY | 5818-0 | 101816 | 78796 | 19840 | 23020 | 8925 |
51515 | 715 | WAXY CASTS | URINE | HEMATOLOGY | 5819-8 | 106 | 65 | 63 | 41 | 41 |
51516 | 716 | WBC | URINE | HEMATOLOGY | 5821-4 | 84688 | 60055 | 17021 | 24633 | 10023 |
51517 | 717 | WBC CASTS | URINE | HEMATOLOGY | 5820-6 | 270 | 155 | 150 | 115 | 113 |
51518 | 718 | WBC CLUMPS | URINE | HEMATOLOGY | NA | 2110 | 1761 | 1282 | 349 | 288 |
51519 | 719 | YEAST | URINE | HEMATOLOGY | 5822-2 | 85465 | 59578 | 17000 | 25887 | 10390 |
51520 | 720 | ANTI-MC | BLOOD | CHEMISTRY | 32042-4 | 4 | 4 | 4 | NA | NA |
51521 | 721 | ACID PHOS | BLOOD | CHEMISTRY | 1711-1 | 12 | 12 | 12 | NA | NA |
51523 | 723 | GR HOLD | URINE | CHEMISTRY | NA | 11849 | 9308 | 5986 | 2541 | 1804 |
51525 | 725 | Billed | BLOOD | CHEMISTRY | NA | 2 | 2 | 2 | NA | NA |
51526 | 726 | FRUCAMN+ | BLOOD | CHEMISTRY | NA | 11 | 11 | 6 | NA | NA |
51528 | 728 | STDY HOLD | BLOOD | CHEMISTRY | NA | 4 | NA | NA | 4 | 2 |
51529 | 729 | eAG | BLOOD | CHEMISTRY | NA | 320 | 186 | 176 | 134 | 125 |
51530 | 730 | AF-AFP | OTHER BODY FLUID | CHEMISTRY | NA | 2 | 2 | 1 | NA | NA |
51531 | 731 | STDYURINE | URINE | CHEMISTRY | NA | 1 | 1 | 1 | NA | NA |
51532 | 732 | PLASMGN | BLOOD | HEMATOLOGY | NA | 2 | 2 | 2 | NA | NA |
51533 | 733 | WBCP | BLOOD | HEMATOLOGY | NA | 6 | 2 | 2 | 4 | 4 |
51534 | 734 | MYELOS | JOINT FLUID | HEMATOLOGY | NA | 2 | 2 | 2 | NA | NA |
51535 | 735 | CD55 | OTHER BODY FLUID | HEMATOLOGY | NA | 1 | 1 | 1 | NA | NA |
51536 | 736 | CD59 | OTHER BODY FLUID | HEMATOLOGY | NA | 1 | 1 | 1 | NA | NA |
51537 | 737 | TDT | OTHER BODY FLUID | HEMATOLOGY | NA | 1 | NA | NA | 1 | 1 |
51538 | 738 | [A1c] | BLOOD | CHEMISTRY | 4548-4 | 3791 | 3791 | 2336 | NA | NA |
51539 | 739 | TACROFK_2 | BLOOD | CHEMISTRY | NA | 16904 | 13725 | 410 | 3179 | 97 |
51555 | 755 | SURFACTANT ALBUMIN RATIO | OTHER BODY FLUID | CHEMISTRY | NA | 1 | 1 | 1 | NA | NA |
Now we can compare distributions of some of the lab values from the Careview vs. Metavision eras.
compare.labs = function(itemid, top=1000, bot=0, h=TRUE) {
print(itemid)
items = dbGetQuery(con, paste("select if(subject_id>=40000, 'mv', 'cv') as source, valuenum from labevents where itemid = ", itemid, " and valuenum is not null and valuenum <= ", top, " and valuenum >= ", bot, sep=""))
print(dim(items))
xitems <<- items
title = labitems[labitems$ITEMID==itemid,"LABEL"]
bw = (max(items$valuenum) - min(items$valuenum)) / 30
if (h) ggplot(items, aes(valuenum, fill = source)) + ggtitle(title) + geom_histogram(alpha = 0.5, aes(y = ..density..), position = 'identity', binwidth = bw)
else ggplot(items, aes(valuenum, fill = source)) + geom_density(alpha = 0.2) + ggtitle(title)
}
compare.labs(50801)
## [1] 50801
## [1] 22013 2
compare.labs(50802, 25, -25)
## [1] 50802
## [1] 490095 2
compare.labs(50803)
## [1] 50803
## [1] 9242 2
compare.labs(50804, 70)
## [1] 50804
## [1] 490563 2
compare.labs(50805, 20)
## [1] 50805
## [1] 2033 2
compare.labs(50806, 140, 70)
## [1] 50806
## [1] 48138 2
compare.labs(50808, 2)
## [1] 50808
## [1] 248843 2
compare.labs(50809, 500)
## [1] 50809
## [1] 196037 2
compare.labs(50810, 60)
## [1] 50810
## [1] 89699 2
compare.labs(51014)
## [1] 51014
## [1] 4074 2
compare.labs(51018, 700)
## [1] 51018
## [1] 4112 2
compare.labs(51082, 500)
## [1] 51082
## [1] 33038 2
These comparisons, which are only a very small sample of the total number of labs, seem to indicate that the distributions in the older data are roughly the same as in the newer. By eyeball, it does look like the distributions of many labs are slightly higher in the Careview than in the Metavision data, but I don’t know if this is significant.
We now do a more systematic exploration of the distributions of all the various labs.
labs = dbGetQuery(con, "select itemid, if(subject_id>=40000, 'mv', 'cv') as source, count(*) as count, count(distinct subject_id) as n_pat, avg(valuenum) as avg, std(valuenum) as std from labevents where valuenum is not null group by itemid, source")
labs.summary = merge(subset(labs, source=="cv"), subset(labs, source=="mv"), by="itemid")
labs.summary$source.x = NULL
labs.summary$source.y = NULL
labs.summary = data.frame(itemid=labs.summary$itemid, cvcount=labs.summary$count.x, mvcount=labs.summary$count.y, cvpat=labs.summary$n_pat.x, mvpat=labs.summary$n_pat.y,cvavg=labs.summary$avg.x, mvavg=labs.summary$avg.y, cvstd=labs.summary$std.x, mvstd=labs.summary$std.y, std=rowMeans(labs.summary[,c("std.x", "std.y")]), delta=(labs.summary$avg.y - labs.summary$avg.x))
labs.summary = merge(labitems[,c("ITEMID", "LABEL")], labs.summary, by.x="ITEMID", by.y="itemid")
names(labs.summary)[1:2] = c("itemid", "label")
nlabs = nrow(labs.summary)
labs.summary = subset(labs.summary, cvcount+mvcount >= 100 & cvcount/mvcount < 10 & mvcount/cvcount < 10)
labs.summary$diff = (labs.summary$mvavg - labs.summary$cvavg) / labs.summary$std
labs.summary = labs.summary[order(abs(labs.summary$diff), decreasing=TRUE),]
kable(head(labs.summary, n=20))
itemid | label | cvcount | mvcount | cvpat | mvpat | cvavg | mvavg | cvstd | mvstd | std | delta | diff | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58 | 50884 | BILIRUBIN, INDIRECT | 38881 | 5489 | 10769 | 2142 | 5.0185026 | 1.800091 | 4.431501 | 2.557019 | 3.494260 | -3.218412 | -0.9210567 |
284 | 51224 | HEMOGLOBIN C | 224 | 61 | 213 | 51 | 0.2191964 | 8.368852 | 2.550252 | 16.152871 | 9.351562 | 8.149656 | 0.8714754 |
82 | 50914 | CYCLOSPORIN | 7230 | 1335 | 226 | 71 | 374.3457815 | 209.847191 | 309.705033 | 158.308306 | 234.006670 | -164.498591 | -0.7029654 |
314 | 51276 | QUANTITATIVE G6PD | 187 | 90 | 170 | 84 | 10.2644385 | 12.883333 | 3.863747 | 4.761098 | 4.312423 | 2.618895 | 0.6072909 |
204 | 51076 | BICARBONATE, URINE | 87 | 30 | 66 | 28 | 21.4988506 | 11.496667 | 24.226894 | 9.101995 | 16.664445 | -10.002184 | -0.6002110 |
286 | 51226 | HEMOGLOBLIN A | 224 | 61 | 213 | 51 | 92.4494642 | 75.473770 | 19.142374 | 38.811832 | 28.977103 | -16.975694 | -0.5858313 |
290 | 51232 | HYPERSEGMENTED NEUTROPHILS | 215 | 53 | 164 | 49 | 3.8465116 | 1.679245 | 6.059371 | 1.424497 | 3.741934 | -2.167266 | -0.5791835 |
107 | 50958 | LUTEINIZING HORMONE | 142 | 39 | 115 | 35 | 16.1401409 | 8.466667 | 17.576942 | 9.271388 | 13.424165 | -7.673474 | -0.5716165 |
57 | 50883 | BILIRUBIN, DIRECT | 39381 | 5782 | 10925 | 2235 | 1.0304131 | 3.401159 | 2.917534 | 5.389642 | 4.153588 | 2.370746 | 0.5707705 |
130 | 50988 | TESTOSTERONE | 442 | 78 | 296 | 59 | 346.3823529 | 213.576923 | 261.574766 | 208.635526 | 235.105146 | -132.805430 | -0.5648767 |
131 | 50989 | TESTOSTERONE, FREE | 338 | 39 | 244 | 36 | 8.7390533 | 5.625641 | 7.346574 | 4.154992 | 5.750783 | -3.113412 | -0.5413893 |
48 | 50865 | AMIKACIN | 54 | 94 | 5 | 18 | 12.7833332 | 8.485213 | 10.191949 | 6.092529 | 8.142239 | -4.298120 | -0.5278794 |
90 | 50926 | FOLLICLE STIMULATING HORMONE | 225 | 57 | 175 | 49 | 25.8608889 | 12.659649 | 33.027381 | 19.586389 | 26.306885 | -13.201240 | -0.5018169 |
244 | 51130 | ABSOLUTE CD3 COUNT | 1675 | 442 | 396 | 212 | 184.3699284 | 425.823303 | 366.094975 | 606.074154 | 486.084565 | 241.453375 | 0.4967312 |
114 | 50966 | PHENOBARBITAL | 1459 | 308 | 150 | 40 | 31.0640164 | 41.336364 | 16.392855 | 27.193108 | 21.792981 | 10.272347 | 0.4713603 |
341 | 51357 | NRBC | 116 | 22 | 102 | 22 | 6.5862069 | 3.272727 | 11.202731 | 3.032878 | 7.117805 | -3.313480 | -0.4655199 |
60 | 50889 | C-REACTIVE PROTEIN | 4291 | 2102 | 2268 | 1243 | 40.7559240 | 72.066437 | 60.636826 | 74.508447 | 67.572637 | 31.310513 | 0.4633608 |
219 | 51101 | TOTAL COLLECTION TIME | 125 | 25 | 103 | 23 | 23.7280000 | 21.760000 | 3.444128 | 5.316239 | 4.380184 | -1.968000 | -0.4492962 |
83 | 50915 | D-DIMER | 217 | 876 | 163 | 634 | 2545.6635945 | 4523.058219 | 4242.219345 | 4747.873325 | 4495.046335 | 1977.394625 | 0.4399053 |
24 | 50826 | TIDAL VOLUME | 67019 | 16789 | 9828 | 3910 | 547.9084140 | 484.455358 | 177.261328 | 123.100339 | 150.180834 | -63.453056 | -0.4225110 |
There are 431 labs for which there is both (imputed) Careview and Metavision data, but only 306 of these have at least a total of 100 data values and no more than 10 times as many of one era than the other. The above table shows the 20 labs in which the differences between the averages of the two groups, when standardized by their average standard deviation, are greatest. No pair of averages differ by as much as a standard deviation. We plot these distributions below, for tests 5.088410^{4}, 5.122410^{4}, 5.091410^{4}, 5.127610^{4}, 5.107610^{4}, 5.122610^{4}, 5.123210^{4}, 5.095810^{4}, 5.088310^{4}, 5.098810^{4}, 5.098910^{4}, 5.086510^{4}, 5.092610^{4}, 5.11310^{4}, 5.096610^{4}, 5.135710^{4}, 5.088910^{4}, 5.110110^{4}, 5.091510^{4}, 5.082610^{4}.
# for (i in 1:20) {
# j = labs.summary[i, "itemid"]
# print(j)
# compare.labs(j)
# }
compare.labs(50884)
## [1] 50884
## [1] 44361 2
compare.labs(51224)
## [1] 51224
## [1] 285 2
compare.labs(50914)
## [1] 50914
## [1] 8082 2
compare.labs(51276)
## [1] 51276
## [1] 277 2
compare.labs(51076)
## [1] 51076
## [1] 117 2
compare.labs(51226)
## [1] 51226
## [1] 285 2
compare.labs(51232)
## [1] 51232
## [1] 268 2
compare.labs(50958)
## [1] 50958
## [1] 181 2
compare.labs(50883)
## [1] 50883
## [1] 45163 2
compare.labs(50988, 2000)
## [1] 50988
## [1] 520 2
compare.labs(50989)
## [1] 50989
## [1] 377 2
compare.labs(50865)
## [1] 50865
## [1] 148 2
compare.labs(50926)
## [1] 50926
## [1] 282 2
compare.labs(51130)
## [1] 51130
## [1] 1969 2
compare.labs(50966)
## [1] 50966
## [1] 1767 2
compare.labs(51357)
## [1] 51357
## [1] 138 2
compare.labs(50889)
## [1] 50889
## [1] 6393 2
compare.labs(51101)
## [1] 51101
## [1] 150 2
compare.labs(50915, 10000)
## [1] 50915
## [1] 970 2
compare.labs(50826)
## [1] 50826
## [1] 83735 2