This study aims to prospectively validate the diagnostic accuracy of an effort-stratified Cough Peak Flow (CPF) decision algorithm for predicting extubation failure, maintaining strict blinding of the clinical team. The model classifies patients by neurological status and uses an effort-based approach, including a "Gray Zone" (40-59 L/min) managed by tidal volume evaluation.
Inclusion Criteria:
Exclusion Criteria:
Prior indication for tracheostomy (e.g., severe maxillofacial trauma, upper airway obstruction).
Cough Peak Flow for Extubation Prediction
Correlation of Two Methods for Cough Peak Flow Measurement in Intubated Patients
Prediction of Extubation Failure: A Multicenter Prospective Observational Study
PReventing EXtubation FAILure Related to Cough
Transcutaneous Carbon Dioxide Pressure (tcPCO2) Monitoring for the Prediction of Extubation Failure in the ICU
Predictors Of Successful Extubation in Critically Ill Patients: Multicentre Observational Study
Maximum Expiratory Pressure in Induced Cough as a Predictor of Extubation Failure
The Predictive Value of Peak Cough Flow for Endotracheal Extubation of Patients After Craniotomy