La mise en place du Plan d’action en santé mentale au Québec : l’expérience concrète de l’Hôpital Maisonneuve-Rosemont à Montréal
Bibliographic record
Abstract
The Mental Health Action Plan maps out the reorganization of mental health services in the province of Quebec. Accordingly, this paper presents the transformation process of the mental health program at the Maisonneuve-Rosemont hospital in Montreal. The authors discuss, on the one hand, the challenges that were met and, on the other hand, the model of care and organisational choices that were adopted. This article is divided in three parts. The first part describes the two main guiding principles underlying the Mental Health Action Plan. The second part examines the context surrounding the arrival of the Action Plan at the Maisonneuve-Rosemont Hospital. The third part describes the hospital transformation process that evolved in relation with: 1- the new centralized access points for mental health services; 2- the support for first line (or primary care) services; 3- the second line services for the specialized treatment of complex mental health problems.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.018 | 0.009 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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".