Experiences of women aging with the human immunodeficiency virus: A qualitative study
Bibliographic record
Abstract
BACKGROUND: While the literature on HIV and aging has grown significantly in the past decade, there has been little examination of the needs of older women living with HIV and their disability experiences. PURPOSE: The purpose of this study was to uncover the experiences of aging with HIV from the perspective of older women. METHOD: An interpretive qualitative study was undertaken using semistructured interviews to explore the experiences of 10 women who are HIV positive between the ages of 51 and 62 years. Interview transcripts were analyzed thematically. FINDINGS: Data analysis revealed seven themes: varying levels of acceptance, battling stigma of disclosure, declining functionality, living with negative emotions, practising healthy lifestyles, seeking social supports, and maximizing support from community services. IMPLICATIONS: There is a need for women's peer support groups, education for women with HIV and their families, and enhanced support services. Suggestions are provided for how occupational therapists can enable participation.
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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 | 0.008 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.011 | 0.008 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".