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The final Extended machine learning tool lung cancer risk prediction values result in complete division of malignant and benign lung nodule cases in cross validation testing of the development cohort (363 cases), with a threshold of 0.38 as determined using the Youden's J statistic. Output lung cancer risk prediction values range from 0 (confidently benign) to 1(confidently malignant).
