External validation of a predictive model for reintubation after cardiac surgery: A retrospective, observational study

• Published in: Journal of clinical anesthesia Vol. 92; p. 111295
• Main Authors: Freundlich, Robert E., Clifton, Jacob C., Epstein, Richard H., Pandharipande, Pratik P., Grogan, Tristan R., Moore, Ryan P., Byrne, Daniel W., Fabbro, Michael, Hofer, Ira S.
• Format: Journal Article
• Language: English
• Published: United States Elsevier Inc 01.02.2024; Elsevier Limited
• Subjects: Accuracy; Adult; Anesthesia; Calibration; Cardiac surgery; Cardiac Surgical Procedures - adverse effects; Electronic health records; External validation; Extubation; Heart failure; Heart surgery; Hospitals; Human subjects; Humans; Intensive Care Units; Intubation, Intratracheal - adverse effects; Model validation; Observational studies; Pain Medicine; Patients; Predictive modeling; Probability; Reintubation; Retrospective Studies; Statistical analysis; Structured Query Language-SQL; Transplants & implants; Variance analysis; United States > US; Predictive modeling; Cardiac surgery; External validation; Model validation; Reintubation

Explore validation of a model to predict patients' risk of failing extubation, to help providers make informed, data-driven decisions regarding the optimal timing of extubation. We performed temporal, geographic, and domain validations of a model for the risk of reintubation after cardiac surge...