Screening of early predictive serum biomarkers and construction of a combined predictive model for refractory Mycoplasma pneumoniae infection in children

Significant differences in clinical, laboratory, and radiological characteristics were observed between RMPP and GMPP. The combined multi-marker model shows strong potential for early risk identification of RMPP and may support timely clinical decision-making; however, prospective validation is needed before routine implementation.