In the training cohort, the levels of WBC, N%, NLR, CRP, ESR and MPV in the SMPP group were higher than those in the GMPP group, as were incidence of primary disease, coinfection, pleural effusion, fever days ≥ 7 and wheeze. This evidence concerns the gene CRP and Pleural effusion.