However, limitations of this calculator include lack of validation for non-European poluations, those diagnosed with diabetes above 35 years, those with other forms of monogenic diabetes, and weaker performance in insulin-treated patients where the probability of type 1 diabetes is high. Here, INS is linked to diabetes mellitus.