F2 and atrial fibrillation: The top 5 predictors were serum creatinine, activated partial prothrombin time, blood glucose concentration, platelets, and atrial fibrillation (SHAP values are 0.670, 0.444, 0.398, 0.389, and 0.381, respectively).