KLK3 and posterior cortical atrophy: ​ Machine learning prediction models based on LogisticRegression, XGBoost, GaussianNB, and LGBMClassifier algorithms for PCa with PSA in the gray region exhibit remarkable predictive power, and the LogisticRegression machine learning model has higher predictive performance than the rest of the models.