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This randomized controlled trial evaluates the therapeutic role of azithromycin in acute exacerbations of idiopathic pulmonary fibrosis (AE-IPF). Baseline severity classification and stratification were performed using the SCALE-IPF framework (Severity Classification and Lung Evaluation for Prognosis in IPF; locked April 2023) to ensure balanced disease severity across randomized arms. End-of-study analyses included descriptive and stratified phenotyping using the Idiopathic Pulmonary Fibrosis Phenotypes Identification Model (IPIM); locked April 2023). Following a protocol amendment approved in September 2025, the study expanded into a multi-arm therapeutic platform evaluating both azithromycin timing strategies and combination antifibrotic-immunomodulatory therapy in idiopathic pulmonary fibrosis. Additional treatment arms involving pirfenidone with or without azithromycin were incorpo
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