When patients who received insulin or secretagogues during their stay were selected (n = 273), the association between hypoglycemia (i.e., secondary to hypoglycemic treatment) and mortality after admission was still present (P < 0.001; Additional file 1). Here, INS is linked to Hypoglycemia.