ID

28670

Beschrijving

The MPM II estimates the probabaility of hospital mortality at 24, 48, and 72 hours in the intensive care unit. Reference: Lemeshow, S., Klar, J., Teres, D., Avrunin, J. S., Gehlbach, S. H., Rapoport, J., & Rué, M. (1994). Mortality probability models for patients in the intensive care unit for 48 or 72 hours: a prospective, multicenter study. Critical care medicine, 22(9), 1351-1358.

Trefwoorden

Versies (3)
  1. 31-12-17 31-12-17 -
  2. 25-01-18 25-01-18 -
  3. 25-01-18 25-01-18 -
Houder van rechten

Stanley Lemeshow; Janelle Klar; Daniel Teres; Jill Spitz Avrunin; Stephen H. Gehlbach; John Rapoport; Montse Rué

Geüploaded op

25 januari 2018

DOI

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Licentie

Creative Commons BY-NC 3.0
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MPM II (at 24, 48, and 72 hrs)

Engels

MPM II (at 24, 48, and 72 hrs)

1 Formulieren  
Variables Ascertained at Admission
Beschrijving

Variables Ascertained at Admission

Age
Beschrijving

beta = 0.03268

Datatype

integer

Maateenheden
  • YEARS
Alias
UMLS CUI [1]
C0001779
YEARS
Cirrhosis
Beschrijving

beta = 1.08745

Datatype

integer

Alias
UMLS CUI [1]
C1623038
Intracranial mass effect
Beschrijving

beta = 0.91314

Datatype

integer

Alias
UMLS CUI [1]
C0270614
Metastatic neoplasm
Beschrijving

beta = 1.16109

Datatype

integer

Alias
UMLS CUI [1]
C2939420
Admission not for elective surgery
Beschrijving

beta = 0.83404

Datatype

integer

Alias
UMLS CUI [1]
C0206058
24-Hr Interval Assessments
Beschrijving

24-Hr Interval Assessments

Time of Assessment
Beschrijving

beta0 24 hrs = -5.64592. beta0 48 hrs = -5.39153. beta0 72 hrs = -5.23840.

Datatype

text

Alias
UMLS CUI [1,1]
C0518766
UMLS CUI [1,2]
C1516048
UMLS CUI [1,3]
C0040223
Coma or deep stupor (at 24-hr interval)
Beschrijving

beta = 1.68790

Datatype

integer

Alias
UMLS CUI [1]
C0009421
Creatinine (>2 mg/dL [>176.8 μmol/L])
Beschrijving

beta = 0.72283

Datatype

integer

Alias
UMLS CUI [1]
C0201976
Infection (confirmed)
Beschrijving

beta = 0.49742

Datatype

integer

Alias
UMLS CUI [1]
C0009450
Mechanical ventilation
Beschrijving

beta = 0.80845

Datatype

integer

Alias
UMLS CUI [1]
C0199470
PO2 (<60 torr [<8.0 kPa])
Beschrijving

beta = 0.46677

Datatype

integer

Alias
UMLS CUI [1]
C0391840
PT (>3 secs above standard)
Beschrijving

beta = 0.55352

Datatype

integer

Alias
UMLS CUI [1]
C0033707
Urine output (<150 mL in 8 hrs)
Beschrijving

beta = 0.82286

Datatype

integer

Alias
UMLS CUI [1]
C1287298
Vasoactive drugs (≥1 hr iv)
Beschrijving

beta = 0.71628

Datatype

integer

Alias
UMLS CUI [1]
C0597639
Probabilities of hospital mortality
Beschrijving

Probabilities of hospital mortality

Probability of hospital mortality at 24 hrs
Beschrijving

beta0 24 hrs = -5.64592. The logit is calculated as the sum of the constant term (beta0) plus the products of the values of each of the 13 model variables by its associated beta0 (i.e. Logit=beta0 + beta1*x1 + ... + beta13*x13). Predicted Death Rate= (eLogit) / (1 + eLogit).

Datatype

float

Alias
UMLS CUI [1]
C0220880
Probability of hospital mortality at 48 hrs
Beschrijving

beta0 48 hrs = -5.39153. The logit is calculated as the sum of the constant term (beta0) plus the products of the values of each of the 13 model variables by its associated beta0 (i.e. Logit=beta0 + beta1*x1 + ... + beta13*x13). Predicted Death Rate= (eLogit) / (1 + eLogit).

Datatype

float

Alias
UMLS CUI [1]
C0220880
Probability of hospital mortality at 72 hrs
Beschrijving

beta0 72 hrs = -5.23840. The logit is calculated as the sum of the constant term (beta0) plus the products of the values of each of the 13 model variables by its associated beta0 (i.e. Logit=beta0 + beta1*x1 + ... + beta13*x13). Predicted Death Rate= (eLogit) / (1 + eLogit).

Datatype

float

Alias
UMLS CUI [1]
C0220880
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Similar models

MPM II (at 24, 48, and 72 hrs)

1 Formulieren
Name
Type
Description | Question | Decode (Coded Value)
Datatype
Alias
Item Group
Variables Ascertained at Admission
Age
Item
Age
integer
C0001779 (UMLS CUI [1])
Item
Cirrhosis
integer
C1623038 (UMLS CUI [1])
Cirrhosis
Code List
Cirrhosis
CL Item
no (0)
CL Item
yes (1)
Item
Intracranial mass effect
integer
C0270614 (UMLS CUI [1])
Cirrhosis
Code List
Intracranial mass effect
CL Item
no (0)
CL Item
yes (1)
Item
Metastatic neoplasm
integer
C2939420 (UMLS CUI [1])
Cirrhosis
Code List
Metastatic neoplasm
CL Item
no (0)
CL Item
yes (1)
Item
Admission not for elective surgery
integer
C0206058 (UMLS CUI [1])
Cirrhosis
Code List
Admission not for elective surgery
CL Item
no (0)
CL Item
yes (1)
Item Group
24-Hr Interval Assessments
Item
Time of Assessment
text
C0518766 (UMLS CUI [1,1])
C1516048 (UMLS CUI [1,2])
C0040223 (UMLS CUI [1,3])
Time of Assessment
Code List
Time of Assessment
CL Item
24 hrs (24 hrs)
CL Item
48 hrs (48 hrs)
CL Item
72 hrs (72 hrs)
Item
Coma or deep stupor (at 24-hr interval)
integer
C0009421 (UMLS CUI [1])
Cirrhosis
Code List
Coma or deep stupor (at 24-hr interval)
CL Item
no (0)
CL Item
yes (1)
Item
Creatinine (>2 mg/dL [>176.8 μmol/L])
integer
C0201976 (UMLS CUI [1])
Cirrhosis
Code List
Creatinine (>2 mg/dL [>176.8 μmol/L])
CL Item
no (0)
CL Item
yes (1)
Item
Infection (confirmed)
integer
C0009450 (UMLS CUI [1])
Cirrhosis
Code List
Infection (confirmed)
CL Item
no (0)
CL Item
yes (1)
Item
Mechanical ventilation
integer
C0199470 (UMLS CUI [1])
Cirrhosis
Code List
Mechanical ventilation
CL Item
no (0)
CL Item
yes (1)
Item
PO2 (<60 torr [<8.0 kPa])
integer
C0391840 (UMLS CUI [1])
Cirrhosis
Code List
PO2 (<60 torr [<8.0 kPa])
CL Item
no (0)
CL Item
yes (1)
Item
PT (>3 secs above standard)
integer
C0033707 (UMLS CUI [1])
Cirrhosis
Code List
PT (>3 secs above standard)
CL Item
no (0)
CL Item
yes (1)
Item
Urine output (<150 mL in 8 hrs)
integer
C1287298 (UMLS CUI [1])
Cirrhosis
Code List
Urine output (<150 mL in 8 hrs)
CL Item
no (0)
CL Item
yes (1)
Item
Vasoactive drugs (≥1 hr iv)
integer
C0597639 (UMLS CUI [1])
Cirrhosis
Code List
Vasoactive drugs (≥1 hr iv)
CL Item
no (0)
CL Item
yes (1)
Item Group
Probabilities of hospital mortality
Probability of mortality 24 hrs
Item
Probability of hospital mortality at 24 hrs
float
C0220880 (UMLS CUI [1])
Probability of mortality 48 hrs
Item
Probability of hospital mortality at 48 hrs
float
C0220880 (UMLS CUI [1])
Probability of mortality 72 hrs
Item
Probability of hospital mortality at 72 hrs
float
C0220880 (UMLS CUI [1])
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