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Performance of ClinicalBERT_TGD on Dataset II.
| F1 | Sensitivity | Specificity | Precision | NPV | Accuracy | AUROC (95% CI) |
AUPRC (95% CI) |
|
|---|---|---|---|---|---|---|---|---|
| All patients | 0.977 | 0.967 | 0.900 | 0.988 | 0.750 | 0.960 | 0.859 (0.754, 0.957) |
0.987 (0.969, 0.994) |
| Patients with missing structured sex and gender demographics | 0.970 | 0.976 | 0.800 | 0.964 | 0.857 | 0.939 | 0.866 (0.772, 0.963) |
0.986 (0.972, 1.000) |
