Famille et traitement de la toxicomanie chez les adolescents : étude de cas
Bibliographic record
Abstract
L’importance d’impliquer la famille dans le traitement de réadaptation en toxicomanie chez les adolescents fait consensus, mais la nature de son influence demeure peu documentée. Objectifs. Le but de cette étude de cas est de mieux comprendre la contribution de l’implication familiale dans ce processus de réadaptation. Méthode. Des entrevues individuelles semi-structurées ont été menées auprès de deux jeunes en traitement de la toxicomanie, leurs parents et les cliniciens les ayant suivis. Des données quantitatives complémentaires pré et post-traitement sur la gravité des problèmes familiaux et de consommation auprès de deux jeunes ont été recueillies. Résultats. Les récits de ces différents acteurs soulignent les bienfaits d’une implication parentale constante à travers les différentes étapes du traitement.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".