The top preconception feature variables impacting the model outputs were HbA1c, fatty liver index, mean arterial blood pressure, fasting insulin, TG/HDL ratio, height, age, mid-upper arm circumference, BMI, parity, alcohol consumption, family history of diabetes mellitus and Chinese ethnicity. Here, INS is linked to diabetes mellitus.