MétaCan
Menu
← Back to cohort
Record W2762078920 · doi:10.1093/pch/20.5.e76b

118: Injury Prevention and Control Education in Paediatric and Paediatric Emergency Medicine Training Programs in Canada

2015· article· en· W2762078920 on OpenAlexaffabout
Suzanne Beno, Tania Principi, Sanaa N. Al‐Haj Ali, Daniel Rosenfield, Kathy Boutis

Bibliographic record

VenuePaediatrics & Child Health · 2015
Typearticle
Languageen
FieldMedicine
TopicEmergency and Acute Care Studies
Canadian institutionsHospital for Sick Children
Fundersnot available
KeywordsCurriculumMedicineFamily medicineInjury preventionPediatric emergency medicineCross-sectional studyPoison controlEmergency medicineMedical emergencyEmergency departmentNursingPsychologyEmergency physician

Abstract

fetched live from OpenAlex

Injury is the leading cause of death in Canadians ages 1–44 years. As providers of both well and acute care for children, general paediatricians and paediatric emergency medicine (PEM) physicians are strategically positioned to implement injury prevention and control practices. Currently, there is no literature describing the injury prevention and control curriculum within Canadian postgraduate training programs in either Paediatric Medicine or PEM. We determined the proportion of Canadian Paediatric and PEM training programs that incorporated a formalized injury prevention and control component within their curriculum. We secondarily determined the proportion of programs where injury control currently has a high priority within the curriculum, as well as the proportion of program directors (PDs) who felt that injury control should be a high priority topic. A novel cross-sectional survey was developed, based on expert opinion and existing literature. An electronic survey was distributed to all potential participants using modified Dillman methodology (via Survey Gizmo). It was sent to all Royal College Paediatric (n=17) and PEM (n=10) PDs from May to June 2014. The 20 question tool was pre and pilot tested prior to implementation. An overall response rate of 89% (24/27) was obtained (16/17 for Paediatric programs and 8/10 for PEM programs). The median number of trainees enrolled in the programs was 6.5 [IQR 5.5–7] for PEM and 37 [IQR 25–52] for Paediatric Medicine. Fifty seven percent [95% CI 25% to 84%] of PEM programs and 44% [95% CI 23% to 67%] of Paediatric programs formally incorporated injury prevention and control within their curriculum. Among these programs, 70% had between 1 h and 5 h total instruction time for injury epidemiology and prevention. All PEM PDs and 86% of Paediatric PDs felt that injury prevention and control should be mandatory in residency training (either ‘agree’ or ‘strongly agree’). No PEM or Paediatric PDs reported injury control as high priority (defined as 8–10 on a Likert scale) currently within the curriculum. However, 33% [95% CI 10% to 70%] of PEM PDs and 7% [95% CI 1% to 31%] of Paediatric PDs felt injury control should have high priority within their curriculum. Only half of surveyed PDs incorporate injury control training within their Pediatric Medicine or PEM curriculum. Despite its importance in securing a healthy future for Canada's children, PDs currently do not feel it merits high priority within the curriculum. Further research is needed to understand this decision, before any effective changes can be implemented to curriculum content.

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)0.002
metaresearch head score (Gemma)0.009
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 score0.968
Threshold uncertainty score0.234

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.029
GPT teacher head0.314
Teacher spread0.285 · 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
Published2015
Admission routes2
Has abstractyes

Explore more

Same venuePaediatrics & Child Health→Same topicEmergency and Acute Care Studies→French-language works237,207→