Occupational Therapy Theory and School-Based Filial Therapy: Intervention Rationale and Formulation
Bibliographic record
Abstract
Background: Emotional-behavioural problems in children present a barrier to engagement and participation in school occupations. Applying practice theory is an essential process to explore the impact of clinical problems and to orient clinical thinking to the domain of occupation. Purpose: Occupational therapy practice theory and frameworks are applied to the formulation of School-Based Filial Therapy, a viable treatment response to emotional-behavioural problems in children. Key issues: Bowen family systems theory, the Occupational Therapy Practice Framework IV and the Canadian Model of Occupational Performance and Engagement are applied to intervention formulation. Implications: School-Based Filial Therapy engages the dynamic interaction of the person, the occupations he/she engages in and the environment via therapeutic medium of play. It is consistent with the Occupational Therapy Practice Framework IV and the Canadian Model of Occupational Performance and Engagement and provides new possibilities as an intervention for occupational therapists working in children's mental health.
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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 | 0.017 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.003 | 0.017 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.003 | 0.005 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.007 | 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".