Occupational Science: Bridging Occupation and Health
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: The paper is based on a keynote address delivered at the 2004 CAOT Conference in Charlottetown, Prince Edward Island Occupational therapists are widely associated with a medical model of health care in which recognition of how engagement in occupation contributes to health status is poorly understood. Occupational science as the study of people as occupational beings has the potential to increase such understanding. PURPOSE: This paper considers some aspects of the relationship between health and the occupations of older people to highlight avenues for change and the research required to support them. METHOD: The paper is structured around a simple verse of dialogue between a healthy old man and an occupational therapist. Explanation of the dialogue draws upon historical and current literature as well as occupational science research to provide a rationale for future practice based on broader concepts of occupation for health. RESULTS AND PRACTICE SUGGESTIONS: The dialogue promotes the need for discussion about health and about the health notion of Active Ageing. It highlights professional language as one impediment to change and suggests that research concerning occupation as it relates to population health is a primary requirement for the future of occupational therapy.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.005 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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