INS and diabetes mellitus: Across the glucose metabolism subgroups, the C-statistic values of the established model were 0.661, 0.627, 0.615, and 0.621 for patients with NGR, pre-DM, DM non-insulin Rx, and DM insulin Rx, respectively.