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Record W4401290330 · doi:10.1002/lary.31664

Safety of Percutaneous Dilatational Tracheostomy in Critically Ill Adults With Obesity: A Retrospective Cohort Study

2024· article· en· W4401290330 on OpenAlexaff
Lyna Siafa, Farida El‐Malt, Catherine F. Roy, Karen Kost

Bibliographic record

VenueThe Laryngoscope · 2024
Typearticle
Languageen
FieldMedicine
TopicTracheal and airway disorders
Canadian institutionsUniversity of ManitobaMcGill University Health Centre
Fundersnot available
KeywordsMedicineObesityBody mass indexRetrospective cohort studyPercutaneousComplicationInternal medicineSurgery

Abstract

fetched live from OpenAlex

OBJECTIVE: This study aimed to assess the safety and efficacy of endoscopic percutaneous dilatational tracheostomy (PDT) in obese and nonobese critically ill adults. METHODS: A retrospective study of all cases of PDT performed at two academic health centers between 2016 and 2023 was conducted. Primary outcomes included peri- and postoperative complications stratified by both timing and severity. body mass index (BMI) data were stratified according to the World Health Organization classification (class I obesity defined as BMI ≥ 30, class II obesity ≥35 and <40, class 3 obesity ≥40). RESULTS: Totally 336 patients underwent a PDT, 279 of whom had available BMI data: 193 (69.2%) patients had a normal BMI, 56 (20.1%) had class I obesity, 15 (5.4%) class II obesity, and 15 (5.4%) class III obesity. The overall complication rates for the class I, II, and III obesity were 8.9%, 13.3%, and 13.3%, respectively. All procedures were successfully completed at the bedside (no conversions to an open approach), and there was no procedure-related mortality. The only accidental decannulation event was in a patient with class III obesity. There was no difference in overall complication rates between patients without obesity and patients with obesity (7.3% vs. 10.5%, respectively, p = 0.370). CONCLUSION: This study significantly expands the current literature and represents one of the largest studies to date reporting on PDT in patients with obesity. LEVEL OF EVIDENCE: 3 Laryngoscope, 134:5015-5020, 2024.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.341

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.006
GPT teacher head0.250
Teacher spread0.244 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2024
Admission routes1
Has abstractyes

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