ROC analysis further validated and identified specific cut-off values for the age (72.5 years), INR (1.46 s), creatinine (78.0 μmol/L), DNA damage (9.72%), and CRP (50.0 mg/L) as significant predictors of severe COVID-19, highlighting their clinical relevance. Here, CRP is linked to COVID-19.