Maternal age, family history of diabetes, BMI, and fasting blood glucose were the four most commonly used features of the established models, whereas pregnancy-associated plasma protein A, leptin, lipocalin-2, adiponectin, weight gain, and soft drink intake during pregnancy were used in only one or two models each. The gene discussed is LCN2; the disease is diabetes mellitus.