Abbreviations: (A1C) hemoglobin A1c, (AUC) area under the curve, (BG) blood glucose, (EHR) electronic health record, (LSH) less severe hypoglycemia, (SH) severe hypoglycemia, (TDD) total daily dose Keywords: diabetes, inpatient hypoglycemia, patient safety, prediction, prevention