CorrectionPublished 12 October 2026Correction: Pathogen prevalence, feature composition and cross-centre generalisability of machine learning diagnostic models for multi-pathogen respiratory infectionFengmiao Hu · Xingyu Zhou · Lijun Zhou · Zhirui Li · Shuang Dong · Chongkun XiaoFrontiers in Public Healthdoi 10.3389/fpubh.2026.2015265