Mental Health Care in Pediatric Rehabilitation Hospitals: A Biopsychosocial, Collaborative, and Agency-based Service Integration Approach
Bibliographic record
Abstract
Background: Canadian hospitals are not currently prepared to meet the psychosocial needs of children with disabilities as services are rooted in a biomedical care model.Objective: To describe a practical and holistic framework for pediatric rehabilitation hospitals to meet the health care needs of children and their families.Method: An environmental scan was conducted of best practice guidelines, policy documents, and models of integrated mental health care. Recommendations from clinical guidelines and national strategy documents were incorporated to develop a service integration approach.Results: An agency-based approach was used to develop a two-phase biopsychosocial framework. In framework Phase I, reactive care is provided to mental health concerns. In Phase II, there is a shift to proactive care and mental health wellbeing.Conclusions: Emphasis is placed on capacity building of clinical staff into best practices for mental health care. Implementation needs and consideration for uptake of the framework are also discussed.
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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 | 0.001 |
| Science and technology studies | 0.001 | 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".