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Record W4412989198 · doi:10.7202/1118842ar

Développer ses compétences avec une certification en soins d’urgence

2025· article· fr· W4412989198 on OpenAlexaffabout
Mirelle Gagnon-Gervais

Bibliographic record

VenueSoins d’urgence La revue de l’Association des infirmières et infirmiers d’urgence du Québec · 2025
Typearticle
Languagefr
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsCentre Hospitalier de l’Université de Montréal
Fundersnot available
KeywordsPolitical sciencePsychology

Abstract

fetched live from OpenAlex

L’Association des infirmiers et infirmières du Canada (AIIC) dispense, depuis plus de 30 ans, des certifications dans 22 spécialités de la pratique infirmière, dont les soins d’urgence. Ce programme permet aux infirmier.ères d’approfondir leurs connaissances et de faire reconnaître leur expertise dans les soins complexes que sont les soins d’urgence. L’Association des infirmiers et infirmières d’urgence du Québec (AIIUQ) est fière de soutenir le personnel infirmier oeuvrant dans les urgences désirant compléter cette certification. Dans cet article, deux infirmières détenant une certification en soins d’urgence vous partageront leur parcours, ainsi que toutes les informations pertinentes relativement à l’examen de certification.

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)0.009
metaresearch head score (Gemma)0.025
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.619
Threshold uncertainty score0.766

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.025
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0050.002
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0130.004

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 head0.043
GPT teacher head0.374
Teacher spread0.331 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes2
Has abstractyes

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Same venueSoins d’urgence La revue de l’Association des infirmières et infirmiers d’urgence du QuébecSame topicHealth, Medicine and SocietyFrench-language works237,207