GPT and metabolic dysfunction-associated steatotic liver disease: By leveraging a set of statistical testing techniques, including 4 steps (correlation, redundancy analysis, “out-of-bag” estimation, and the Scott-Knot test), the top 5 features contributing the most to NAFLD were found to be BMI, triglycerides, γ-GT, ALT, and uric acid.