An Exploration of Quality of Life among Ontario Postsecondary Students Living with the Chronic Illness Ehlers-Danlos Syndrome
Bibliographic record
Abstract
Ehlers-Danlos Syndrome (EDS) is a connective tissue disorder that results in negative health events. It also holds potential for periodic or permanent disability and psychosocial stress. While a diagnosis of EDS can occur at any age, the psychosocial effects of an EDS diagnosis can be especially challenging when symptoms present during postsecondary education. This qualitative study examined the psychosocial effects of EDS on the quality of life of Ontario postsecondary students (n=11). After a brief online eligibility survey, one-to-one semi-structured interviews were conducted. Thematic analysis of interview data revealed that emotional factors such as anxiety and depression, faculty and peer attitudes including issues of judgment and stigmatization, and feelings of frustration affect the quality of life of postsecondary students living with EDS.
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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 | 0.014 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| 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 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".