Mouvement étudiant pour la prescription sociale au Canada
Bibliographic record
Abstract
Introduction La prescription sociale est « un moyen par lequel des professionnels de confiance en milieu clinique ou communautaire déterminent qu’une personne a des besoins sociaux liés à la santé qui ne sont pas d’ordre médical, et par lequel ils adressent cette personne à des services et à un soutien non cliniques au sein de la communauté, par l’élaboration conjointe d’une « prescription sociale », c’est-à-dire une prescription non médicale pour améliorer la santé et le bien-être de la personne et renforcer ses liens avec la communauté ». À l’échelle mondiale, la prescription sociale suscite un intérêt croissant en tant qu’approche holistique de la santé et du bien-être, et près de 30 pays sont impliqués dans le mouvement pour la prescription sociale. Au Canada, la recherche, les politiques et les pratiques en matière de prescription sociale progressent à grands pas avec le soutien de l’Institut canadien de prescription sociale.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.009 | 0.002 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.014 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".