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Record W4206371293 · doi:10.1002/ppul.25823

Tracheostomies in term and preterm infants: A single‐center Canadian retrospective cohort

2022· article· en· W4206371293 on OpenAlexaffabout
Chung‐Kwun Wong, L Harris, Matthew Hicks, Carina Majaesic, Cathy Schellenberg, Kumar Kumaran, Brenda Hiu Yan Law

Bibliographic record

VenuePediatric Pulmonology · 2022
Typearticle
Languageen
FieldMedicine
TopicTracheal and airway disorders
Canadian institutionsStollery Children's HospitalUniversity of Alberta
Fundersnot available
KeywordsMedicineGestational ageIntubationRetrospective cohort studyMechanical ventilationSubglottic stenosisPediatricsIncidence (geometry)Intensive careCohortNeonatal intensive care unitAirwayAnesthesiaSurgeryPregnancyIntensive care medicineInternal medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: To examine patient characteristics, hospital course, and medical outcomes of neonatal tracheostomy at a single center. DESIGN: Retrospective cohort study. SETTING: Level III neonatal intensive care units (NICUs) in Edmonton, Canada. PATIENTS: Infants admitted to NICU who underwent tracheostomy between January 2013 and December 2017 inclusive. MAIN OUTCOME MEASURES: Hospital course, discharge, and 3-year post-tracheostomy outcomes were compared between preterm infants <29 weeks gestation and infants with congenital anomalies. RESULTS: Forty-three infants were identified; seven were lost to follow-up and excluded. Of the 36 analyzed, 86% survived to discharge. At discharge, 13% were decannulated, 36% required no mechanical ventilation, and 52% required mechanical ventilation. Median hospitalization was 295 days. At 3 years post-tracheostomy, 97% were alive. Proportions of infants with tracheostomy in situ was 80%, 73%, and 60% at 1, 2, and 3 years post tracheostomy. Tracheostomy incidence was 2.7% for preterm infants <29 weeks gestational age with 55% for subglottic stenosis. All preterm infants received postnatal steroids. Preterm infants underwent tracheostomy at later chronological age (123 vs. 81 days, p < 0.001), but similar corrected gestational age (42 + 5 vs. 51 + 2 weeks, p = 0.095). Preterm infants had more intubation attempts (17 vs. 4, p < 0.001), total extubations (8 vs. 2, p < 0.001), and days on ventilation before tracheostomy (100 vs. 78, p < 0.001). CONCLUSIONS: Infants who underwent tracheostomy in a Canadian public healthcare setting demonstrated decreasing tracheostomy dependence and high survival post tracheostomy, despite prolonged hospitalization. Preterm infants had more intubation and extubation events which may have contributed to airway injury.

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 score0.013
Threshold uncertainty score0.991

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 head0.008
GPT teacher head0.220
Teacher spread0.212 · 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

Citations3
Published2022
Admission routes2
Has abstractyes

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