Prévalence des prescriptions psychopharmacologiques aux enfants placés en foyer de groupe et en centre de réadaptation
Bibliographic record
Abstract
Cette étude présente des données concernant la prévalence des psychopharmacoprescriptions chez les enfants de 6 à 12 ans placés dans les foyers de groupe et centres de réadaptation des Centres jeunesse du Québec. Elle précise les classes de molécules, les motifs de prescription et la formation du médecin prescripteur. L’échantillon comprend 101 enfants placés. Les données ont été obtenues par le biais de questionnaires remplis par les éducateurs et éducatrices responsables de ces derniers. Les résultats indiquent que 70 % des jeunes reçoivent au moins une prescription, le plus souvent signée par des médecins spécialistes. Les ordonnances se composent pour la plupart de psychostimulants et d’antipsychotiques, prescrits pour des troubles de l’attention avec hyperactivité.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 |
| 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 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".