Illness intrusiveness and sexual satisfaction among women with multiple sclerosis
Bibliographic record
Abstract
Multiple sclerosis (MS) is a disorder of the central nervous system that occurs in 55,000 - 75,000 Canadians. MS causes symptoms such as muscle weakness, poor balance, pain, fatigue, bladder and bowel dysfunction, and sexual dysfunction. Although high rates of sexual dysfunction are well documented among MS patients, predictors of sexual satisfaction among this population have been understudied. Illness intrusiveness (how intrusive one finds his or her illness) has been found to mediate the link between illness symptoms and quality of life. Therefore, the mediational role of illness intrusiveness between sexual dysfunction and sexual satisfaction was examined in this cross-sectional study. Eighty-two women with MS completed self-report measures to investigate how illness intrusiveness mediated, and age moderated the relationship between sexual dysfunction and sexual satisfaction. Higher illness intrusiveness into intimacy mediated sexual dysfunction and sexual satisfaction. The impact of illness intrusiveness and other relationship variables on sexual satisfaction are discussed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".