The predictive variables included in the complete model were age, sex, premature birth, comorbidities, BPD, atopy, previously hospitalization by bronchiolitis, %SpO2, fever, signs of respiratory distress, RSV, Leucocytosis (>15.000/mm3) and increased C-reactive protein (>40 mg/lit). The gene discussed is CRP; the disease is bronchiolitis.