ID

28722

Description

The Mortality Probability Model (MPM II) System Admission Model (MPM0) estimates the probabaility of hospital mortality at admission in the intensive care unit. Reference: Lemeshow, S., Teres, D., Klar, J., Avrunin, J. S., Gehlbach, S. H., & Rapoport, J. (1993). Mortality Probability Models (MPM II) based on an international cohort of intensive care unit patients. Jama, 270(20), 2478-2486.

Keywords

Versions (1)
  1. 1/28/18 1/28/18 -
Copyright Holder

Lemeshow, S.; Teres, D.; Klar, J.; Avrunin, J. S.; Gehlbach, S. H.; Rapoport, J.

Uploaded on

January 28, 2018

DOI

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License

Creative Commons BY-NC 3.0
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MPM II - Admission

English

MPM II - Admission

1 forms  
  1. StudyEvent: ODM
    1. MPM II - Admission
Physiology
Description

Physiology

Coma or deep stupor
Description

beta=1.48592.

Data type

integer

Heart rate ≥ 150 beats/min
Description

beta=0.45603

Data type

integer

Systolic blood pressure ≤ 90 mm Hg
Description

beta=1.06127

Data type

integer

Alias
UMLS CUI [1]
C0871470
SBP squared
Description

beta=0.000116

Data type

integer

Chronic diagnoses
Description

Chronic diagnoses

Chronic renal insufficiency
Description

beta=0.91906

Data type

integer

Cirrhosis
Description

beta=1.13681

Data type

integer

Metastatic neoplasm
Description

beta=1.19979

Data type

integer

Acute diagnoses
Description

Acute diagnoses

Acute renal failure
Description

beta=1.48210

Data type

integer

Cardiac dysrhythmia
Description

beta=0.28095

Data type

integer

Cerebrovascular incident
Description

beta=0.21338

Data type

integer

Gastrointestinal bleeding
Description

beta=0.39653

Data type

integer

Intracranial mass effect
Description

beta=0.86533

Data type

integer

Other
Description

Other

Age (10-year odds ratio)
Description

beta=0.03057

Data type

integer

Measurement units
  • years
years
Cardiopulmonary resuscitation prior to admission
Description

beta=0.56995

Data type

integer

Mechanical ventilation
Description

beta=0.79105

Data type

integer

Nonelective surgery
Description

beta=1.19098

Data type

integer

Probabilitiy of hospital mortality
Description

Probabilitiy of hospital mortality

Probabilitiy of hospital mortality
Description

beta0 24 hrs (Constant) = -5.46836 1. Compute the logit g(x), defined as gi(x)=ßo+ß1x1+ß2x2+...+ßkxk, where ß0 is the constant and ßixi is the estimated coefficient for the ith variable times the value of the ith variable, with i taking on the values from 1 to k, and k being the number of variables in the model. 2. Transform the logit into a probability through the following calculation: Pr(hospital mortality)=[e^g(x) / 1 + e^g(x)].

Data type

float

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Similar models

MPM II - Admission

1 forms
  1. StudyEvent: ODM
    1. MPM II - Admission
Name
Type
Description | Question | Decode (Coded Value)
Data type
Alias
Item Group
Physiology
Item
Coma or deep stupor
integer
Level of consciousness
Code List
Coma or deep stupor
CL Item
No (0)
CL Item
Yes (1)
Item
Heart rate ≥ 150 beats/min
integer
Level of consciousness
Code List
Heart rate ≥ 150 beats/min
CL Item
No (0)
CL Item
Yes (1)
Item
Systolic blood pressure ≤ 90 mm Hg
integer
C0871470 (UMLS CUI [1])
Level of consciousness
Code List
Systolic blood pressure ≤ 90 mm Hg
CL Item
No (0)
CL Item
Yes (1)
Systolic blood pressure squared
Item
SBP squared
integer
Item Group
Chronic diagnoses
Item
Chronic renal insufficiency
integer
CPR prior to ICU admission
Code List
Chronic renal insufficiency
CL Item
No (0)
CL Item
Yes (1)
Item
Cirrhosis
integer
Level of consciousness
Code List
Cirrhosis
CL Item
No (0)
CL Item
Yes (1)
Item
Metastatic neoplasm
integer
Level of consciousness
Code List
Metastatic neoplasm
CL Item
No (0)
CL Item
Yes (1)
Item Group
Acute diagnoses
Item
Acute renal failure
integer
Level of consciousness
Code List
Acute renal failure
CL Item
No (0)
CL Item
Yes (1)
Item
Cardiac dysrhythmia
integer
Level of consciousness
Code List
Cardiac dysrhythmia
CL Item
No (0)
CL Item
Yes (1)
Item
Cerebrovascular incident
integer
Level of consciousness
Code List
Cerebrovascular incident
CL Item
No (0)
CL Item
Yes (1)
Item
Gastrointestinal bleeding
integer
Level of consciousness
Code List
Gastrointestinal bleeding
CL Item
No (0)
CL Item
Yes (1)
Item
Intracranial mass effect
integer
Level of consciousness
Code List
Intracranial mass effect
CL Item
No (0)
CL Item
Yes (1)
Item Group
Other
Age
Item
Age (10-year odds ratio)
integer
Item
Cardiopulmonary resuscitation prior to admission
integer
Level of consciousness
Code List
Cardiopulmonary resuscitation prior to admission
CL Item
No (0)
CL Item
Yes (1)
Item
Mechanical ventilation
integer
Level of consciousness
Code List
Mechanical ventilation
CL Item
No (0)
CL Item
Yes (1)
Item
Nonelective surgery
integer
Level of consciousness
Code List
Nonelective surgery
CL Item
No (0)
CL Item
Yes (1)
Item Group
Probabilitiy of hospital mortality
Probabilitiy of hospital mortality
Item
Probabilitiy of hospital mortality
float
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