A scoring system derived from electronic health records to identify patients at high risk for noninvasive ventilation failure

To develop and validate a clinical risk prediction score for noninvasive ventilation (NIV) failure defned as intubation after a trial of NIV in non-surgical patients. Design: Retrospective cohort study of a multihospital electronic health record database.