A landmark 20-year analysis of over 200,000 mechanically ventilated ARDS patients reveals a striking paradox—mortality declined during the ICD-9 era but increased after ICD-10 adoption, challenging assumptions about ARDS outcomes and highlighting the complex interplay between coding practices, patient complexity, and clinical care.