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Record W3092490737 · doi:10.1080/24745332.2020.1819174

Fire fatalities in long term oxygen therapy users due to smoking: A description and analysis of 11 deaths

2020· article· en· W3092490737 on OpenAlexaffabout
Rohit Z. Mathews, Ashlee T. Gonsalves, Tyler Bruce Malcolm Hickey

Bibliographic record

VenueCanadian Journal of Respiratory Critical Care and Sleep Medicine · 2020
Typearticle
Languageen
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineCoronerOxygen therapyCOPDCause of deathEmergency medicinePoison controlMedical emergencyIntensive care medicineInjury preventionDiseaseInternal medicine

Abstract

fetched live from OpenAlex

RATIONALE: Many patients suffering hypoxemia due to chronic lung or cardiac disease can benefit from long term oxygen therapy (LTOT) in the out-of-hospital setting. A primary indication for LTOT is chronic obstructive pulmonary disease (COPD), and COPD is most commonly due to chronic smoking. As such, many patients for whom LTOT is indicated are active smokers, despite recommendations to quit. Smoking near a purified oxygen source increases the risk of fire and possible death.OBJECTIVES The objectives of this study were to determine the incidence of LTOT-associated fire deaths within Ontario, Canada.METHODS Data regarding LTOT-associated fire deaths in Ontario over a 15-year period (2004–2018) was compiled using provincial Coroner and Forensic Pathology records and compared with client user data from the Home Oxygen Reimbursement Program (Ontario Ministry of Health: Assistive Devices Program).MAIN RESULTS: Herein, we present the circumstances and pathological findings of 11 deaths. We identified 7 males and 4 females with an average age of 69 that all died in their homes from fire complications resulting from smoking while using LTOT. Nearly all decedents were alone when the fire started, and most were pronounced dead within 2 hours of the fire starting. Death was most often a complication of smoke/hot gas inhalation in the setting of chronic lung and/or heart disease. Only 2 cases showed evidence of carbon monoxide poisoning (carboxyhemoglobinemia) contributing to death.CONCLUSION We advocate increased vigilance in the selection, support and monitoring of patients using LTOT that continue to smoke due to the risk for harm, including death.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.245
Threshold uncertainty score0.488

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0050.003
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.051
GPT teacher head0.321
Teacher spread0.269 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2020
Admission routes2
Has abstractyes

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