Impact of Early Tracheostomy Versus Late or No Tracheostomy in Nonneurologically Injured Adult Patients: A Systematic Review and Meta-Analysis*
Bibliographic record
Abstract
OBJECTIVE: The optimal timing of tracheostomy in nonneurologically injured mechanically ventilated critically ill adult patients is uncertain. We conducted a systematic review of randomized controlled trials to evaluate the effect of early versus late tracheostomy or prolonged intubation in this population. DATA SOURCES: We searched MEDLINE, Embase, CENTRAL, CINAHL, and Web of science databases for randomized controlled trials comparing early tracheostomy (<10 d of intubation) with late tracheostomy or prolonged intubation in adults. DATA SELECTION: We selected trials comparing early tracheostomy (defined as being performed less than 10 d after intubation) with late tracheostomy (performed on or after the 10th day of intubation) or prolonged intubation and no tracheostomy in nonneurologically injured patients. The primary outcome was overall mortality. Secondary outcomes included ventilator-associated pneumonia, duration of mechanical ventilation, ICU, and hospital length of stay. DATA EXTRACTION: Two reviewers screened citations, extracted data, assessed the risk of bias, and classification of Grading of Recommendations, Assessment, Development, and Evaluation independently. DATA SYNTHESIS: Our search strategy yielded 8,275 citations, from which nine trials (n = 2,457) were included. We did not observe an effect on the overall mortality of early tracheostomy compared with late tracheostomy or prolonged intubation (risk ratio, 0.91, 95% CI, 0.82-1.01; I2 = 18%). Our results were consistent in all subgroup analyses. No differences were observed in ICU and hospital length of stay, duration of mechanical ventilation, incidence of ventilator-acquired pneumonia, and complications. Our trial sequential analysis showed that our primary analysis on mortality was likely underpowered. CONCLUSION: In our systematic review, we observed that early tracheostomy, as compared with late tracheostomy or prolonged intubation, was not associated with a reduction in overall mortality. However, we cannot exclude a clinically relevant reduction in mortality considering the level of certainty of the evidence. A well-designed trial is needed to answer this important clinical question.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.016 | 0.003 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".