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Table 4 Comparison of models in predicting the 30-day mortality of SAE

From: Development of a nomogram to predict 30-day mortality of patients with sepsis-associated encephalopathy: a retrospective cohort study

Predictive Model

AUROC

P value

IDI

P value

Brier index

P value

Training set

Nomogram

0.763 [0.736–0.791]

   

0.139 [0.129–0.150]

 

SOFA

0.635 [0.602–0.667]

< 0.001

0.126[0.106–0.145]

< 0.001

0.161 [0.150–0.171]

< 0.001

LODS

0.648 [0.617–0.679]

< 0.001

0.119[0.098–0.140]

< 0.001

0.159 [0.149–0.170]

< 0.001

Validation set

Nomogram

0.753 [0.713–0.794]

   

0.144 [0.128–0.159]

 

SOFA

0.666 [0.619–0.713]

< 0.001

0.082[0.054–0.110]

< 0.001

0.157 [0.141–0.174]

< 0.001

LODS

0.681 [0.635–0.727]

< 0.001

0.071[0.041–0.101]

< 0.001

0.155 [0.139–0.172]

< 0.001

  1. The P value was drew by comparing the results of nomogram with SOFA or LODS
  2. SOFA Sequential Organ Failure Assessment, AUROC area under the receiver operating characteristic curve, IDI integrated discrimination improvement