Feature Reference Table

Parameter Name*

Snomed CT Codes

SCT name

Unique Observation Identifier

Reference Units

Vitals and Labs

Heart Rate

364075005

Heart Rate

vital.heartrate

Bpm

Albumin

26758005

Albumin measurement (procedure)

lab.albumin

g/dL

ALT

250637003

Alanine aminotransferase - blood measurement (procedure)

lab.alt

U/L

Ammonia

166604007

Blood ammonia measurement (procedure)

lab.ammonia

mcmol/L

AST

45896001

Aspartate aminotransferase measurement (procedure)

lab.ast

U/L

Bandemia

442113000

Band neutrophil count above reference range (finding)

lab.bandemia

%

Bicarbonate

271239003

Serum bicarbonate measurement (procedure)

lab.bicarbonate

mmol/L

Bilirubin

166610007

Serum bilirubin measurement (procedure)

lab.bilirubin

mg/dL

BUN

105011006

Blood urea nitrogen measurement (procedure)

lab.bun

mmol/L

CK_MB

166672007

Serum creatine kinase MB isoenzyme measurement (procedure)

lab.ckmb

ng/mL

Creatine_Kinase

398245009

Serum creatine kinase measurement (procedure)

lab.creatinineKin

U/L

CRP

135842001

Serum C reactive protein level (procedure)

lab.crp

mg/dL

D_Dimer

70648006

D-dimer assay (procedure)

lab.ddimer

ng/mL FEU

ESR

416838001

Erythrocyte sedimentation rate measurement (procedure)

lab.esr

mm/hr

Fibrinogen

250346004

Fibrinogen measurement (procedure)

lab.fibrinogen

mg/dL

Glucose

33747003

Glucose measurement, blood (procedure)

lab.glucose

mg/dL

Hematocrit

28317006

Hematocrit determination (procedure)

lab.hematocrit

L/L

Lactate

270982000

Serum lactate measurement (procedure)

lab.lactate

mmol/L

LDH

313854008

Serum lactate dehydrogenase measurement (procedure)

lab.ldh

U/L

Magnesium

63571001

Magnesium measurement, serum (procedure)

lab.magnesium

mg/dL

PCO2

250564007

Measurement of partial pressure of carbon dioxide in blood (procedure)

lab.pco2

mmHg

pH

27051004

pH measurement, arterial (procedure)

lab.ph

Platelets

61928009

Platelet count (procedure)

lab.platelets

x10ˆ9/L

PO2

250546000

Measurement of partial pressure of oxygen in blood (procedure)|

lab.po2

mmHg

Potassium

271236005

Serum potassium measurement (procedure)

lab.potassium

mmol/L

Serum_Creatinine

113075003

Creatinine measurement, serum (procedure)

lab.serumcreatinine

mg/dL

Sodium

104934005

Sodium measurement, serum (procedure)

lab.sodium

mmol/L

Troponin

105000003

Troponin measurement (procedure)

lab.troponin

ng/mL

WBC

767002

White blood cell count (procedure)

lab.wbc

x10ˆ9/L

Systolic

163030003



On examination - Systolic blood pressure reading (finding)

vital.systolic

mmHg

Diastolic

163031004

On examination - Diastolic blood pressure reading (finding)

vital.diastolic

mmHg

MAP

251074006

Non-invasive mean arterial pressure (observable entity)

vital.map

mmHg

Pulse

309654005

On examination - pulse (finding)|

vital.pulse

PR

Pulse_Oximetry

252465000

Pulse oximetry (procedure)

vital.spo2

%

Respiratory_Rate

86290005

Respiratory rate (observable entity)|

vital.rrrate

Bpm

Temperature

703421000

Temperature (observable entity)))

vital.temp

Celsius

Categorical Vitals

AVPU_Score

449159002

Alert voice pain unresponsive scale (assessment scale)|

cat_vital.avpu

Binary

Supplemental_Oxygen

707808001

Oxygen therapy support (regime/therapy)|

cat_vital.suppo2

Binary

Baseline Covariates

273849003

Subjective global assessment

Age

424144002

Current chronological age (observable entity)|

Derived

Numeric

Weight

162763007

On examination - weight (finding)

baseline.cov.weight

Kilograms

Admit_Transfer

305352006

Admission to adult intensive care unit (procedure)

NA

Binary

Admit_Urgent

305352007

Admission to adult intensive care unit (procedure)

NA

Binary

Admit_Emergency

305352008

Admission to adult intensive care unit (procedure)|

NA

Binary

Gender

263495000

Gender(Observation)

NA

Binary

Race

397731000

ethinicity(ethnic group)|

NA

Binary

CHF

42343007

Congestive heart failure (disorder)

condition.chf

Binary

Valvular

17401000

Cardiac valve structure (body structure)

condition.valve

Binary

PHTN

70995007

Pulmonary hypertension (disorder)

condition.phtn

Binary

PVD

400047006

Peripheral vascular disease (disorder)

condition.pvd

Binary

HTN

38341003

Hypertensive disorder, systemic arterial (disorder)

condition.htn

Binary

Paralysis

44695005

Paralysis (finding)

condition.paralysis

Binary

NeuroOther

299735001

Neurological lesion (finding)|

condition.neuroother

Binary

Pulmonary

264164005

Pulmonary (qualifier value)

condition.pulmonary

Binary

DM

73211009

Diabetes mellitus (disorder)

condition.dm

Binary

DMcx

DMcx

?

condition.dmcx

Binary

Hypothyroid

40930008

Hypothyroidism (disorder)

condition.hypothyroid

Binary

Renal

40095003

Injury of kidney (disorder)

condition.renal

Binary

Liver

39400004

Injury of liver (disorder)

condition.liver

Binary

PUD

13200003

Peptic ulcer (disorder)

condition.pud

Binary

HIV

278977008

Human immunodeficiency virus status (observable entity)

condition.hiv

Binary

Lymphoma

118600007

Malignant lymphoma (disorder)

condition.lymphoma

Binary

Mets

128462008

Secondary malignant neoplastic disease (disorder)

condition.mets

Binary

Tumor

108369006

Neoplasm (morphologic abnormality)

condition.tumor

Binary

Rheumatic

Rheumatic

Which organ: heart or joints? Too big a group

condition.rheumatic

Binary

Coagulopathy

64779008

Blood coagulation disorder (disorder)

condition.coag

Binary

Obesity

414916001

Obesity (disorder)

condition.obesity

Binary

WeightLoss

89362005

Weight loss (finding)

condition.weightloss

Binary

FluidsLytes

103744005

Administration of intravenous fluids (procedure)

condition.fluidlytes

Binary

BloodLoss

50960005

Hemorrhage (morphologic abnormality)

condition.bloodloss

Binary

Anemia

271737000

Anemia (disorder)

condition.anemia

Binary

Alcohol

53527002

Alcoholic beverage (substance)

condition.alcohol

Binary

Drugs

361055000

Misuses drugs (finding)

condition.drugs

Binary

Psychoses

69322001

Psychotic disorder (disorder)

condition.psychoses

Binary

Depression

35489007

Depressive disorder (disorder)

condition.depression

Binary

Prior_Sepsis_1

91302008

Sepsis (disorder)

condition.sepsis

Binary

Medications

Antibiotics

281789004

Antibiotic therapy (procedure)

meds.antibiotics

Binary

Benzodiazepines

372664007

Benzodiazepine (substance)

meds.benzo

Binary

Chemotherapy

367336001

Chemotherapy (procedure)

meds.chemo

Binary

Heparins

372877000

Heparin (substance)

meds.heparins

Binary

Immunosuppressants

86553008

Immunosuppressive therapy (procedure)

meds.immunosupp

Binary

Insulins

67866001

Insulin (substance)

meds.insulins

Binary

IV_Fluids

103744005

Administration of intravenous fluids (procedure)

meds.ivfluids

Binary

Opioids

373699000

Morphinan opioid (substance)

meds.opioids

Binary

Steroids

297279009

Steroid therapy (procedure)

meds.steriods

Binary

Vasopressors


meds.vaso

Binary

Blood_Cultures

30088009

Blood culture (procedure)

lab.bloodculture

Binary

Parameter Name

Snomed CT Codes

SCT name

Unique Observation Identifier

Reference Units

Vitals and Labs

Heart Rate

364075005

Heart Rate

vital.heartrate

Bpm

Albumin

26758005

Albumin measurement (procedure)

lab.albumin

g/dL

ALT

250637003

Alanine aminotransferase - blood measurement (procedure)

lab.alt

U/L

Ammonia

166604007

Blood ammonia measurement (procedure)

lab.ammonia

mcmol/L

AST

45896001

Aspartate aminotransferase measurement (procedure)

lab.ast

U/L

Bandemia

442113000

Band neutrophil count above reference range (finding)

lab.bandemia

%

Bicarbonate

271239003

Serum bicarbonate measurement (procedure)

lab.bicarbonate

mmol/L

Bilirubin

166610007

Serum bilirubin measurement (procedure)

lab.bilirubin

mg/dL

BUN

105011006

Blood urea nitrogen measurement (procedure)

lab.bun

mmol/L

CK_MB

166672007

Serum creatine kinase MB isoenzyme measurement (procedure)

lab.ckmb

ng/mL

Creatine_Kinase

398245009

Serum creatine kinase measurement (procedure)

lab.creatinineKin

U/L

CRP

135842001

Serum C reactive protein level (procedure)

lab.crp

mg/dL

D_Dimer

70648006

D-dimer assay (procedure)

lab.ddimer

ng/mL FEU

ESR

416838001

Erythrocyte sedimentation rate measurement (procedure)

lab.esr

mm/hr

Fibrinogen

250346004

Fibrinogen measurement (procedure)

lab.fibrinogen

mg/dL

Glucose

33747003

Glucose measurement, blood (procedure)

lab.glucose

mg/dL

Hematocrit

28317006

Hematocrit determination (procedure)

lab.hematocrit

L/L

Lactate

270982000

Serum lactate measurement (procedure)

lab.lactate

mmol/L

LDH

313854008

Serum lactate dehydrogenase measurement (procedure)

lab.ldh

U/L

Magnesium

63571001

Magnesium measurement, serum (procedure)

lab.magnesium

mg/dL

PCO2

250564007

Measurement of partial pressure of carbon dioxide in blood (procedure)

lab.pco2

mmHg

pH

27051004

pH measurement, arterial (procedure)

lab.ph

Platelets

61928009

Platelet count (procedure)

lab.platelets

x10ˆ9/L

PO2

250546000

Measurement of partial pressure of oxygen in blood (procedure)|

lab.po2

mmHg

Potassium

271236005

Serum potassium measurement (procedure)

lab.potassium

mmol/L

Serum_Creatinine

113075003

Creatinine measurement, serum (procedure)

lab.serumcreatinine

mg/dL

Sodium

104934005

Sodium measurement, serum (procedure)

lab.sodium

mmol/L

Troponin

105000003

Troponin measurement (procedure)

lab.troponin

ng/mL

WBC

767002

White blood cell count (procedure)

lab.wbc

x10ˆ9/L

Systolic

163030003



On examination - Systolic blood pressure reading (finding)

vital.systolic

mmHg

Diastolic

163031004

On examination - Diastolic blood pressure reading (finding)

vital.diastolic

mmHg

MAP

251074006

Non-invasive mean arterial pressure (observable entity)

vital.map

mmHg

Pulse

309654005

On examination - pulse (finding)|

vital.pulse

PR

Pulse_Oximetry

252465000

Pulse oximetry (procedure)

vital.spo2

%

Respiratory_Rate

86290005

Respiratory rate (observable entity)|

vital.rrrate

Bpm

Temperature

703421000

Temperature (observable entity)))

vital.temp

Celsius

Categorical Vitals

AVPU_Score

449159002

Alert voice pain unresponsive scale (assessment scale)|

cat_vital.avpu

Binary

Supplemental_Oxygen

707808001

Oxygen therapy support (regime/therapy)|

cat_vital.suppo2

Binary

Baseline Covariates

273849003

Subjective global assessment

Age

424144002

Current chronological age (observable entity)|

Derived

Numeric

Weight

162763007

On examination - weight (finding)

baseline.cov.weight

Kilograms

Admit_Transfer

305352006

Admission to adult intensive care unit (procedure)

NA

Binary

Admit_Urgent

305352007

Admission to adult intensive care unit (procedure)

NA

Binary

Admit_Emergency

305352008

Admission to adult intensive care unit (procedure)|

NA

Binary

Gender

263495000

Gender(Observation)

NA

Binary

Race

397731000

ethinicity(ethnic group)|

NA

Binary

CHF

42343007

Congestive heart failure (disorder)

condition.chf

Binary

Valvular

17401000

Cardiac valve structure (body structure)

condition.valve

Binary

PHTN

70995007

Pulmonary hypertension (disorder)

condition.phtn

Binary

PVD

400047006

Peripheral vascular disease (disorder)

condition.pvd

Binary

HTN

38341003

Hypertensive disorder, systemic arterial (disorder)

condition.htn

Binary

Paralysis

44695005

Paralysis (finding)

condition.paralysis

Binary

NeuroOther

299735001

Neurological lesion (finding)|

condition.neuroother

Binary

Pulmonary

264164005

Pulmonary (qualifier value)

condition.pulmonary

Binary

DM

73211009

Diabetes mellitus (disorder)

condition.dm

Binary

DMcx

DMcx

?

condition.dmcx

Binary

Hypothyroid

40930008

Hypothyroidism (disorder)

condition.hypothyroid

Binary

Renal

40095003

Injury of kidney (disorder)

condition.renal

Binary

Liver

39400004

Injury of liver (disorder)

condition.liver

Binary

PUD

13200003

Peptic ulcer (disorder)

condition.pud

Binary

HIV

278977008

Human immunodeficiency virus status (observable entity)

condition.hiv

Binary

Lymphoma

118600007

Malignant lymphoma (disorder)

condition.lymphoma

Binary

Mets

128462008

Secondary malignant neoplastic disease (disorder)

condition.mets

Binary

Tumor

108369006

Neoplasm (morphologic abnormality)

condition.tumor

Binary

Rheumatic

Rheumatic

Which organ: heart or joints? Too big a group

condition.rheumatic

Binary

Coagulopathy

64779008

Blood coagulation disorder (disorder)

condition.coag

Binary

Obesity

414916001

Obesity (disorder)

condition.obesity

Binary

WeightLoss

89362005

Weight loss (finding)

condition.weightloss

Binary

FluidsLytes

103744005

Administration of intravenous fluids (procedure)

condition.fluidlytes

Binary

BloodLoss

50960005

Hemorrhage (morphologic abnormality)

condition.bloodloss

Binary

Anemia

271737000

Anemia (disorder)

condition.anemia

Binary

Alcohol

53527002

Alcoholic beverage (substance)

condition.alcohol

Binary

Drugs

361055000

Misuses drugs (finding)

condition.drugs

Binary

Psychoses

69322001

Psychotic disorder (disorder)

condition.psychoses

Binary

Depression

35489007

Depressive disorder (disorder)

condition.depression

Binary

Prior_Sepsis_1

91302008

Sepsis (disorder)

condition.sepsis

Binary

Medications

Antibiotics

281789004

Antibiotic therapy (procedure)

meds.antibiotics

Binary

Benzodiazepines

372664007

Benzodiazepine (substance)

meds.benzo

Binary

Chemotherapy

367336001

Chemotherapy (procedure)

meds.chemo

Binary

Heparins

372877000

Heparin (substance)

meds.heparins

Binary

Immunosuppressants

86553008

Immunosuppressive therapy (procedure)

meds.immunosupp

Binary

Insulins

67866001

Insulin (substance)

meds.insulins

Binary

IV_Fluids

103744005

Administration of intravenous fluids (procedure)

meds.ivfluids

Binary

Opioids

373699000

Morphinan opioid (substance)

meds.opioids

Binary

Steroids

297279009

Steroid therapy (procedure)

meds.steriods

Binary

Vasopressors


meds.vaso

Binary

Blood_Cultures

30088009

Blood culture (procedure)

lab.bloodculture

Binary

*The Deep sepsis engine uses only the listed parameters.