Diseases | AUC (95% CI) | Specificity | Sensitivity | Precision | F1 score |
---|
Control | 0.861 (0.826–0.895) | 0.814 | 0.747 | 0.883 | 0.810 |
Chronic | 0.872 (0.824–0.920) | 0.708 | 0.851 | 0.957 | 0.901 |
Congenital | 0.848 (0.805–0.892) | 0.805 | 0.776 | 0.900 | 0.833 |
IM | 0.794 (0.713–0.876) | 0.585 | 0.883 | 0.951 | 0.916 |
ICUAW | 0.777 (0.668–0.887) | 0.812 | 0.614 | 0.988 | 0.758 |
Immobility | 0.789 (0.716–0.861) | 0.850 | 0.598 | 0.974 | 0.741 |
- IM inflammatory myositis, ICUAW intensive care unit acquired weakness, CI confidence interval. Classes were balanced using an augmentation strategy of sampling to twice the mean class size (N = 2520). Confidence intervals were generated using 2000 stratified bootstrapping replications. Optimal thresholds were determined using a Youden’s J statistic. Specificity, sensitivity, precision, and F1 score were calculated at the optimal threshold