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. 2024 Feb 20;15:1344004. doi: 10.3389/fneur.2024.1344004

Table 2.

Comparison of the performance of two models for predicting SAE.

Predict model AUROC P-value NRI (categorical) P-value NRI (continuous) P-value IDI P-value
Training set Nomogram 0.751
SOFA + Delirium 0.725 <0.001 0.0493[0.0177–0.0808] 0.002 0.3484[0.278–0.4189] <0.001 0.0279[0.0194–0.0364] <0.001
Validation set Nomogram 0.766
SOFA + Delirium 0.742 0.008 0.0504[0.0042–0.0965] 0.03 0.3814[0.2731–0.4897] <0.001 0.0268[0.0139–0.0397] <0.001

The P-value was calculated by comparing the results of nomogram with SOFA plus Delirium. SOFA, Sequential Organ Failure Assessment; AUROC, Area Under the ROC Curve; NRI, Net Reclassification Improvement; IDI, Integrated Discrimination Improvement.