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Record W4402943710 · doi:10.1093/jcag/gwae032

Clinical features, management, and complications of paediatric button battery ingestions in Canada: an active surveillance study using surveys of Canadian paediatricians and paediatric subspecialists

2024· article· en· W4402943710 on OpenAlexaffabout
Alexandra Hudson, Matthew Carroll

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2024
Typearticle
Languageen
FieldMedicine
TopicForeign Body Medical Cases
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicineDysphagiaPediatricsEmergency medicineMedical emergencyGeneral surgerySurgery

Abstract

fetched live from OpenAlex

Abstract Background Button battery ingestions pose a serious threat to paediatric health and are on the rise worldwide. Little is known about Canadian data. This study described the type of button battery ingestions Canadian paediatric physicians have observed, including treatment and complications. Methods A Canadian Paediatric Surveillance Program (CPSP) survey was sent to paediatricians and paediatric subspecialists. The questions were developed through a literature review and consultation with 19 CPSP members, before piloting with 5 paediatric physicians. Descriptive analyses were conducted. Results The response rate was 39% (n = 1067/2716). Few were aware of treatment options with honey (n = 189/1067, 18%) and sucralfate (n = 118/1067, 11%). Two hundred and ninety-nine physicians (28%) had been involved in a case in the past 1 year (n = 132 case details). Children < 3 years were most affected (n = 67/132, 51%). In unwitnessed ingestions (n = 41/132, 31%), the most common symptoms were dysphagia (n = 14/41, 34%) and coughing (n = 10/41, 24%). When it was known where the child found the battery, it was most commonly loose in the environment (n = 34/132, 26%). Seventy per cent of patients (n = 92/132) presented within 6 h following the ingestion. Six per cent (n = 8/132) reported the battery eroding into important adjacent structures (eg, aorta and trachea). Interpretation A high degree of suspicion for button battery ingestion is needed in young children presenting with dysphagia and coughing. Prevention efforts should be aimed at battery disposal and security. There is a need for dissemination of guidelines to physicians caring for paediatric patients, since modifiable patient factors, such as honey and/or sucralfate administration while awaiting definitive treatment, can improve outcomes.

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)0.001
metaresearch head score (Gemma)0.004
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 score0.040
Threshold uncertainty score0.114

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.006
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.025
GPT teacher head0.285
Teacher spread0.260 · 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

Citations1
Published2024
Admission routes2
Has abstractyes

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