GPT and Hepatic fibrosis: Body mass index, platelet counts, and hemoglobin A1c and diastolic blood pressure are the most critical predictor in predicting liver fibrosis in the gradient-boosted model, as shown in Figure 7S, followed by AST/ALT ratio, age, and serum triglyceride level.