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Table 2 Model performance: anatomic injury models

From: IMP-ICDX: an injury mortality prediction based on ICD-10-CM codes

Model description

AUC (95% CI)

H-L stat (95% CI)

AIC

ISS

0.853 (0.846–0.860)

252 (191–310)

27,655

Single worst injury

0.886 (0.881–0.892)

92 (53–128)

23,289

IMP-ICDX

0.893 (0.887–0.898)

68 (36–98)

23,024

  1. The IMP-ICDX demonstrated the best discrimination, calibration, and AIC compared to the single worst injury and ISS models