The covariates of age above 60, female sex, c-reactive protein (CRP) > 50 mg/L, O2 saturation <90%, underlying cardiovascular disease, hypertension (HTN) and diabetes mellitus, and beta-blockers were used as inputs in the multivariable regression analysis model. Here, CRP is linked to cardiovascular disorder.