INS and prediabetes syndrome: In the last case, models were trained for insulin sensitivity, glycated hemoglobin A1c (HbA1c), age, sex, Body Mass Index (BMI), prediabetes, and the occurrence of diabetes, reaching an AUC at 87% for T2DM discernment and 68% for prediabetes.