Fig. 1

Data management flow chart. Reference admit/discharge dataset, N = 9081 records. Merged reference dataset with MODS and NEMS dataset resulted in N = 8924 records. Merged CCIS dataset (N = 8924) with type 1 diagnosis resulted final dataset for analysis, N = 8822 records. Total 2.9 % records were not matched