Partnership at the forefront of change: documenting the transformation of child and youth mental health services in quebec.
Bibliographic record
Abstract
OBJECTIVE: The Quebec Plan d'action en santé mentale (PASM) (Mental Health Action Plan) reform, a major transformation of the province's mental health care system, has put primary care rather than hospital-based care at the forefront of mental health service delivery. This study documents perceptions of changes in child and youth mental health (CYMH) services following the reform, as well as facilitators and obstacles to collaboration and partnership in CYMH services, and the specific challenges related to collaboration and partnership when servicing multi-ethnic populations. METHODS: This qualitative participatory research study collected data using semi-structured individual interviews, focus groups and participant observation in community-based health and social service institutions. Thematic analysis was performed. RESULTS: The reform process encountered challenges in building a common culture of care within and between institutions, while collaboration and partnership evolved in a positive direction throughout the study. Study results highlighted the importance of fostering communication at all levels. Collaboration and partnership was facilitated by opportunities for clinical discussions, dialogue on models of care, harmonizing administrative and clinical priorities, and involving key actors and structures. The results revealed difficulties in implementing multidisciplinary work and in negotiating partners' responsibilities. Quality of partnership and collaboration appeared particularly crucial in providing optimal care to vulnerable families, including migrants. CONCLUSION: The PASM reform involved a major and challenging transformation in CYMH services. Continuous dialogue through time and leadership sharing appeared promising to foster this transformation.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.000 | 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 teacher head, 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".