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. 2020 Feb 10;174(2):218–240. doi: 10.1093/toxsci/kfaa015

Table 3.

Final Prediction Model Thresholds and Performance for BAC-Trained Model

Model Cardiotoxicity Threshold (s)
Balanced Accuracy Sensitivity Specificity PPV NPV Functional Structural General
Lower Upper
Viability/lactic acid 0.325 1.44 0.827 0.654 1.000 1.000 0.617 0.800 0.500 0.667
Viability/arachidonic acid 0.675 1.72 0.744 0.558 0.931 0.935 0.540 0.467 0.500 0.667
Thymidine 0.895 2.27 0.742 0.519 0.966 0.964 0.528 0.333 0.500 0.667
2′-Deoxycytidine 0.865 1.26 0.810 0.654 0.966 0.971 0.609 0.667 0.500 0.762
Composite model 1.025 0.862 0.827 0.897 0.935 0.743 0.933 0.625 0.905