Women Living With a Spinal Cord Injury: Perceptions About Their Changed Bodies
Bibliographic record
Abstract
In this article we illuminate the narratives of women living with a spinal cord injury (SCI) with regard to (a) learning how to live with a changed body and (b) exploring the factors that influence how they feel toward their new bodies. An SCI produces immediate physical impairments resulting in a changed body, which can then have physical, emotional, and social consequences to these women. Through its focus on enhancing the body, physical therapy can help to promote a positive view of the self within the changed body. Our analysis of these women's experiences resulted in a fluid, three-phase framework of learning to live with a changed body that generally moves from (a) discomfort, to (b) moving toward comfort, to (c) comfort. Physical therapy can potentially influence the process of women's gaining comfort with their changed bodies following an SCI. The framework provides a basis for future research on adaptation following SCI.
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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 | 0.011 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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".