A total of 13 predictors were initially selected in the training set: sex, diabetes, AST/ALT, ALT, ALB, A/G, DBIL, HDL-C, TyG-BMI, WHR, BMI, SBP, and height. Here, ALB is linked to diabetes mellitus.