“…Based on prior research, we determined a priori that age, 18 sex, race, 19 comorbidity present on admission (quantified according to the Charlson Comorbidity Index (CCI)), 15 origin (home, nursing home, hospice, another hospital), 20 admission diagnosis, 13,21 and insurance status were potential predictors of mortality.…”