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Fig. 5B —Receiver operating characteristic (ROC) curves for surgery. Diagonal dashed lines indicate 45° angle tangent line marked at point that provides best discrimination between true-positives and false-positives, assuming that false-positives and false-negatives have similar costs. Graph shows ROC curve for new grading system. AUC = 0.81806.