Contribution of ‘School-Link’ to an Area Mental Health Service
Bibliographic record
Abstract
OBJECTIVE: To evaluate the contribution of the 'School-Link' initiative to an Area Mental Health Service. METHOD: Surveys and focus groups of school and health service personnel were conducted to examine the three foci of the School-Link initiative, namely prevention, early intervention and service access. RESULTS: Improvements witnessed since the commencement of School-Link include an increase in the number of evidence-based mental health promotion programmes in schools, improvements in the communication between health and education departments, improvements in referral patterns and better practices, such as improved feedback, in both health and education sectors. School counsellors feel more supported in their role by health services and better able to manage certain patients. CONCLUSIONS: The actual and potential benefits of School-Link for young persons appear considerable. School-Link has provided opportunities for communication, upgrading of skills and collaborative work on mental health issues, in both education and health settings.
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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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".