Communicating about Mental Health with Youth and Their Families: A Scoping Review of Best Practices and Implications for Youth with Disabilities
Bibliographic record
Abstract
Minimal attention has been placed on supporting the mental health needs of youth with disabilities. Due to a dearth of research on best practices in mental health communication with youth with disabilities, the aim of the scoping review was to identify existing peer-reviewed evidence regarding mental health communication for the general youth population in clinical settings. Three electronic databases were searched. Inclusion criteria were: 1) published in English between 2009 and 2019; 2) children and youth and/or their parents/caregivers; 3) addressed communication-based mental health practices; 4) based in pediatric health care settings. Seven articles were included. Promoting autonomy and engagement, building collaboration and trust, and supplementing conversations with alternative communication approaches were identified as important for having mental health conversations. While implications can be drawn, more work is needed for clinicians to have a rigorous evidence base to draw upon when having these conversations with youth with disabilities.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".