Les effets d’un programme de formation parentale francophone sur les comportements-défis d’enfants autistes
Bibliographic record
Abstract
Les comportements-défis présents chez certains enfantsayant un diagnostic du trouble du spectre de l’autisme (TSA)engendrent des difficultés et se répercutent sur leurfamille. Un des moyens pouvant soutenir ces familles est la formationparentale. Cette étude vise à évaluer les effetsd’une formation parentale francophone offerte à 49 parentsd’enfants ayant un TSA québécois etfrançais. Au terme de la formation, une réduction descomportements-défis est observée cliniquement.Parallèlement à cette réduction, les comportementsde communication et de socialisation s’améliorent. Lesrésultats montrent qu’il est possible d’implanter leprogramme avec des résultats équivalents dans descontextes d’intervention distincts.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".