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.

D_ITEMS

## 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_ITEMs, 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_ITEMs, 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 ITEMIDs 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 ITEMIDs 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 ITEMIDs 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 (ITEMIDs 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 ITEMIDs 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_IDs earlier in Careview.)

D_LABITEMS

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 , BILIRUBIN, TOTAL, CSF, CHLORIDE, CSF, GLUCOSE, CSF, LACTATE DEHYDROGENASE, CSF, MISCELLANEOUS, CSF, PEP, CSF, TOTAL PROTEIN, CSF
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