L’Adaptation des services à la Clinique santé ses réfugiés de Québec: Une réponse aux impacts de la pandémie de COVID-19 chez les personnes réfugiées
Bibliographic record
Abstract
Cet article a pour but de documenter l’adaptation des services de la Clinique santé des réfugiés de Québec pendant les première et deuxième vagues de la pandémie de COVID-19. En s’appuyant sur un devis de recherche qualitative, des entrevues semi-structurées ont été réalisées auprès des intervenantes et intervenants ayant travaillé à cette clinique. Les résultats ont été systématisés selon les thématiques suivantes : adaptation des services, outil de dépistage, déroulement des interventions, besoins des personnes réfugiées durant la pandémie et retombées de l’adaptation des services. La reconnaissance que les personnes réfugiées constituent une population vulnérable a été essentielle pour empêcher une rupture de l’offre de services, jouant ainsi un rôle de prévention.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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.
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".