Engaging in the disablement process over space and time: narratives of persons with multiple sclerosis in Ottawa, Canada
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
This article presents an interpretive analysis of the narratives of 15 men and women who have been diagnosed with multiple sclerosis (MS) living in the city of Ottawa, Ontario, Canada. Relatively little is known about how people who are affected by MS cope with the challenges posed by social and physical barriers in their environment. Our research investigates two objectives: (1) to explore how those who have developed MS cope with their disease and resulting impairments, both in terms of the bodily experiences of becoming a chronically ill person and in terms of how they cope with changing relationships, changing identities and challenges in their physical environment; and (2) how they engage in the process of disablement over time and space as a result of these changing social and spatial relationships. We argue that the physical body and its social placings in public and private spaces are intertwined and both affect experiences of health, ability, impairment, disability and chronic illness. We further argue that these relationships are experienced across time and space, and in place, as people who have developed a chronic illness, such as MS, engage in, with and through the process of disablement. This article demonstrates the need for researchers to pay more attention to the role and significance of the simultaneity of space, place and time in shaping the experiences of people with disabilities and chronic illnesses, as it has been shown that these variables played a significant role in regulating the everyday experiences of this study's respondents.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.003 |
| 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