Troubles mentaux et tentatives de suicide chez les détenus. Le rôle du trouble du déficit de l’attention avec hyperactivité
Bibliographic record
Abstract
En milieu carcéral, la prévalence des troubles mentaux et des décès par suicide atteint des proportions largement supérieures à celles de la population générale, le risque de mourir par suicide étant de 11 à 14 fois plus élevé. À partir d’un échantillon de 565 individus nouvellement incarcérés, le lien entre les tentatives de suicide et les troubles mentaux a été étudié, en mettant l’accent sur le trouble du déficit de l’attention avec hyperactivité (TDAH). Les résultats démontrent que la présence possible d’un TDAH chez un détenu augmente la probabilité d’avoir déjà fait une tentative de suicide, au même titre que la présence d’un trouble de l’Axe I ou II.
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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 | 0.000 | 0.004 |
| 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 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".