1-year survival receiver-operator curves for the LASSO (red), Random Forests (green), clinician (blue), Chan, et al.,10 (orange), and LAS (grey). Specificity (Spec), sensitivity (Sens), positive predictive value (PPV), and negative predictive value (NPV) for each model at cut-points selected to maximize the total sensitivity and specificity for each model are displayed in the table.