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. 2022 Jun 20;12:10372. doi: 10.1038/s41598-022-14632-w

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