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Overall AUROC, AUPRC, and ECE for LR and HLR models over all 73 target variables and across all physicians
| Measure | LR | HLR | P-value |
|---|---|---|---|
| AUROC | 0.75 (0.74–0.76) | 0.81 (0.80–0.82) | <.001 |
| AUPRC | 0.665 (0.663–0.667) | 0.763 (0.762–0.765) | <.001 |
| ECE | 0.16 (0.14–0.17) | 0.07 (0.06–0.08) | <.001 |
Higher AUROC and AUPRC show better discrimination power while lower ECE denotes better probability calibration. The best values for each metric are in boldface.
