The IPW‐adjusted models controlled for age, gender, PSI score, hypertension, diabetes, chronic kidney disease, coronary heart disease, congestive heart failure, CRP, D‐dimer, NLR, LDH, glucocorticoid treatment, and antiviral therapy, effectively balancing measured confounders between groups. The gene discussed is CRP; the disease is congestive heart failure.