Regard des intervenantes communautaires en périnatalité sur des expériences observées de violence obstétricale
Bibliographic record
Abstract
De nombreux témoignages de femmes rapportent des expériences de détresse, de souffrance ou de violence lors de l‘accouchement, nommées « violence obstétricale » par les groupes de défense de droits en périnatalité. Or, les écrits mentionnent peu les perceptions des intervenantes en périnatalité confrontées à cette problématique. Par le biais de groupes de discussion auprès d‘intervenantes communautaires en périnatalité au Québec (n = 29), cette étude documente leurs représentations de situations de violence obstétricale, les difficultés qu‘elles rencontrent et leurs stratégies d‘intervention. Les résultats contribuent à une meilleure compréhension de cette forme de violence et à une réflexion sur les efforts à fournir pour favoriser le bien-être des femmes durant la période périnatale.
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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 | 0.005 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.005 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".