Partnering for Change: An Innovative School-Based Occupational Therapy Service Delivery Model for Children with Developmental Coordination Disorder
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Developmental coordination disorder (DCD) is a common, chronic health condition that is poorly recognized and understood in school settings. Without appropriate support, children with DCD are at increased risk of depression, decreased fitness, and obesity. Evidence shows that occupational therapy intervention needs to shift from remediation of impairment to chronic disease management. PURPOSE: This paper describes Partnering for Change (P4C), an innovative, empirically derived school health service delivery model for children with DCD. KEY ISSUES: The model emphasizes the partnership of the occupational therapist with educators and parents to change the life and daily environment of a child. The P4C partnership focuses on capacity building through collaboration and coaching in context. The model uses a tiered approach which includes whole class instruction, dynamic performance analysis, and monitoring response to intervention. IMPLICATIONS: P4C is a model that responds to the needs of this population, addresses issues identified in research, and provides a continuum of services designed to build capacity.
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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 | 0.000 | 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 | 0.001 |
| 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 it