This study aimed to determine whether acute metabolic and inflammatory markers-specifically glucose, C-reactive protein (CRP), albumin, and oxygen requirement-better predict short-term outcomes, defined as in-hospital critical outcome or ICU transfer during the same hospitalization period, than DM status alone. Here, CRP is linked to diabetes mellitus.