Variables were selected from 13 candidate factors (age, mechanical ventilation, nutritional status, comorbid respiratory failure, comorbid heart failure, pulmonary rales, pulmonary rhonchi, PLT, CRP, PCT, IL-6, IgA, and IgM). Here, CRP is linked to heart failure.