Furthermore, while we developed our probabilistic model using CGM data in individuals with or at risk for T2D, our model can also be translated to individuals with type 1 diabetes (T1D) with modifications accounting for the amount of overnight insulin dosing in response to nocturnal glucose rise in those using automated insulin delivery systems28,29. Here, INS is linked to type 2 diabetes mellitus.