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Construction and validation of passage-related models. (A) Selection of the number of pathway-related variables. (B) Importance lollipop plot of the 45 significant variables. (C) PCA downscaling analysis after variable screening. (D) Random forest model on the number of trees selected. (E) ROC curves for the testing set, accompanied by AUCs of 0.923, 0.99, and 1, respec-tively.
