Table 3.
Prediction performance metrics for the total model and the models without a particular domain of exposures.
| Model | Optimal threshold ROC curve | Sensitivity and specificity at a predefined point of 0.5 | |||||
|---|---|---|---|---|---|---|---|
| AUC (95% CI) | Threshold | Specificity | Sensitivity | Sensitivity + specificity | Accuracy | Specificity | Sensitivity |
| Total | |||||||
| 0.707 (0.655–0.759) | 0.789 | 0.725 | 0.593 | 1.318 | 0.704 | 0.777 | 0.787 |
| Without demographic exposures | |||||||
| 0.684 (0.630–0.739) | 0.792 | 0.713 | 0.565 | 1.278 | 0.690 | 0.767 | 0.759 |
| Without lifestyle exposures | |||||||
| 0.695 (0.642–0.747) | 0.875 | 0.494 | 0.815 | 1.309 | 0.545 | 0.774 | 0.806 |
| Without environmental exposures | |||||||
| 0.702 (0.650–0.754) | 0.866 | 0.539 | 0.796 | 1.335 | 0.580 | 0.774 | 0.796 |
| Without biological exposures | |||||||
| 0.669 (0.611–0726) | 0.811 | 0.645 | 0.611 | 1.256 | 0.640 | 0.730 | 0.685 |