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Mechanical ventilation (MV) is essential in managing acute respiratory failure. Its duration is a crucial aspect since both, unnecessary prolongation and premature withdrawal have deleterious effects on patient outcomes in the ICU. The process of weaning refers to the set of procedures and evaluations carried out to discontinue MV. Regardless of the definition used, within the population undergoing weaning, there is a group of patients who successfully pass the daily screening but fail the spontaneous breathing trial (SBT) or the separate attempt (SA). In Argentina, this figure is 39.5%, and 31.4% in patients with COVID-19. On the other hand, another group of patients successfully passes the SA, is extubated, but fails in post-extubation. This failure rate varies in the literature, ranging from approximately 10 to 20%. In our country, this figure is 16% in the general population and rise
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