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Table 3 Performance at admission or a fixed time thereafter.

From: Evaluation of SOFA-based models for predicting mortality in the ICU: A systematic review

Admission SOFA

AUC

Brier

H/C-statistics

Compared with

AUC

Brier

H/C-statistics

Mort.

Ho et al (2007) [11]

0.791

0.1

C = 7.97

APACHE II

0.858

0.09

 

H

   

p = 0.437

APS

0.829

0.09

C = 2.9 p = 0.890

H

    

RPHICU

0.822

0.09

C = 4.7 p = 0.198

H

Holtfreter et al (2006) [12]

0.72

  

APACHE II

0.785

  

H

Zygun et al (2005) [14]

0.67

 

U = 8.8

MODS

0.62

 

H/C = 10.28

H

   

p = 0.38

   

p = 0.17

 

Timsit et al (2002) [15]

0.72

 

U = 4.55

LODS

0.726

 

H/C = 10.4

H

   

p = 0.8

   

p = 0.16

 

Pettilä et al (2002) [17]

0.776

  

APACHE III

0.825

  

H

    

LODS

0.805

  

H

    

MODS

0.695

  

H

Khwannimit (2007) [10]

0.8786

  

LODS

0.8802

  

H

    

MODS

0.8606

   

Gosling et al (2006) [13]

0.61

  

APACHE II

0.62

  

I

Zygun et al (2005) [14]

0.67

 

U = 11.66

MODS

0.63

 

H/C = 14.29

I

   

p = 0.17

   

p = 0.05

 

Moreno et al (1999) [21]

0.772

      

I

Bota et al (2002) [16]

0.872

  

APACHE II

0.88

  

U

    

MODS

0.856

  

U

Ferreira et al (2001) [19]

0.79

      

I

Janssens et al (2000) [20]

0.82

  

SAPS II

0.77

  

H

Other scoring moments

AUC

Brier

H/C-statistics

Compared to

AUC

Brier

H/C-statistics

Mort.

Bota et al (2002) [16] 48 hours

0.844

  

MODS

0.834

  

U

Ferreira et al (2001) [19] 48 hours

0.78

      

I

Bota et al (2002) [16] 96 hours

0.847

  

MODS

0.861

  

U

Ferreira et al (2001) [19] 96 hours

0.82

      

I

Timsit et al (2002) [15], day 2

0.742

 

U = 11.1

LODS

0.742

  

H

   

p = 0.2

     

Timsit et al (2002) [15], day 3

0.762

 

U = 9.94

LODS

0.762

  

H

   

p = 0.27

     

Timsit et al (2002) [15], day 4

0.766

 

U = 10.5

LODS

0.766

  

H

   

p = 0.23

     

Timsit et al (2002) [15], day 5

0.746

 

U = 13.6

LODS

0.746

  

H

   

p = 0.09

     

Pettilä et al (2002) [17], day 5

0.727

  

LODS

0.76

  

H

H

    

MODS

0.744

  

Timsit et al (2002) [15], day 6

0.763

 

U = 12.2

LODS

0.763

  

H

   

p = 0.14

     

Timsit et al (2002) [15], day 7

0.746

  

LODS

0.764

  

H

Bota et al (2002) [16], final

0.897

  

MODS

0.869

  

H

  1. APACHE = Acute Physiology and Chronic Health Evaluation, APS = Acute Physiology Score (APACHE without chronic health and age condition), AUC = Area Under the Receiver Operating Characteristic Curve, H = Hospital, H/C = H- or C- Hosmer-Lemeshow statistics, I = Intensive care unit, LODS = Logistic Organ Dysfunction System, MODS = Multiple Organ Dysfunction Score, Mort. = Mortality, RPHICU = Royal Perth Hospital Intensive Care Unit, SAPS = Simplified Acute Physiology Score, SOFA = Sequential Organ Failure Assessment, U = Unspecified (mortality type or H/C statistic).