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Table 5 Reclassification statistics

From: A generalizable and interpretable model for mortality risk stratification of sepsis patients in intensive care unit

Initial Model

MIMIC-IV

eICU

Zigong

OASIS

cNRI

0.964 (0.918–1.011)

-

 

IDI

0.330 (0.313–0.348)

-

 

APS III

cNRI

0.960 (0.916–1.005)

-

 

IDI

0.329 (0.312–0.347)

-

 

SAPS II

cNRI

0.893 (0.844–0.941)

-

 

IDI

0.322 (0.303–0.341)

-

 

LODS

cNRI

1.019 (0.973–1.065)

-

 

IDI

0.331 (0.314–0.347)

-

 

SIRS

cNRI

1.101 (1.056–1.146)

-

0.137 (0.078–0.195)

IDI

0.330 (0.315–0.345)

-

0.126 (0.102–0.149)

SOFA

cNRI

1.053 (1.010–1.095)

0.896 (0.860–0.931)

0.285 (0.198–0.371)

IDI

0.329 (0.313–0.344)

0.237 (0.226–0.247)

0.120 (0.098–0.142)

SAPS III

cNRI

 

0.780 (0.744–0.817)

 

IDI

 

0.238 (0.226–0.249)

 

APACHE IV

cNRI

 

0.717 (0.673–0.761)

 

IDI

 

0.233 (0.218–0.249)

 
  1. cNRI continuous net reclassification index, IDI integrated discrimination improvement, OASIS Oxford acute severity of illness score, APS III Acute Physiology Score III, APACHE IV Acute Physiology, Age, Chronic Health Evaluation IV