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Table 3 Performance of the models for predicting ICU mortality; N = 36,632 patients

From: Mortality prediction by SOFA score in ICU-patients after cardiac surgery; comparison with traditional prognostic–models

Models

AUC (CI 95%) *

Brier score (CI 95%)

Ĉ-statistic (CI)*

Ĉ-statistic p-value

APACHE IV – model

0.906 (0.904–0.906)

0.011 (0.011–0.011)

38.5 (30.2–54.8)

<  0.001

APACHE II – model

0.892 (0.891–0.893)

0.011 (0.011–0.011)

27.1 (14.1–35.4)

0.001

SOFA - model

0.865 (0.864–0.866)

0.012 (0.012–0.012)

16.4 (12.9–25.1)

0.030

SAPS-II - model

0.919 (0.917–0.919)

0.011 (0.011–0.012)

9.7 (5.7–21.3)

0.215

MPM24-II - model

0.862 (0.860–0.863)

0.012 (0.012–0.012)

7.2 (2.8–15.3)

0.462

  1. *AUC: area under the receiver operating characteristic curve; Ĉ-statistic: Hosmer and Lemeshow goodness-of-fit Ĉ-statistic; CI: 95% confidence interval