Individual and Societal Influences on Participation in Physical Activity Following Spinal Cord Injury: A Qualitative Study
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 AND PURPOSE: Despite evidence that physical activity, a tool of rehabilitation, affects health and improves functional ability in people following spinal cord injury (SCI), such people are often physically inactive. We used a qualitative method to explore the experiences of individuals with SCI during participation in physical activity. SUBJECTS: The participants were 8 adults (5 male, 3 female), ranging from active to inactive, who were 2 to 27 years post-rehabilitation following SCI (paraplegic). METHODS: We used semistructured ethnographic interviews to explore barriers and enablers to participation in physical activity following SCI. Emerging themes were derived from the participants' experiences. RESULTS: Two themes were identified: (1) individual influences, defined as a period of loss of "able identity" and subsequent redefinition of self in which participation in physical activity may be a vehicle or an outcome, and (2) societal influences, which included environmental and attitudinal barriers. DISCUSSION AND CONCLUSION: The participants' experiences offer insight for therapists regarding physical activity following SCI.
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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 | 0.000 |
| 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 it