Partner-seeking experiences of single heterosexual people living with HIV in a Western Canadian city
Bibliographic record
Abstract
This narrative research study aimed to answer the question: What is the experience of heterosexual people living with HIV in terms of partner-seeking in a Western Canadian city? Ten participants shared their experiences in semi-structured interviews. Relationship challenges were the major stressor of living with the illness. Feeling desperate about finding a partner and incorporating a new identity as a person living with HIV, some participants turned to celibacy. Other findings included lack of understanding of harm reduction strategies and favoring as partners people who also lived with HIV because of the shared knowledge, the absence of the need to disclose, and perceptions of greater self-stigma in a serodiscordant relationship. Recommendations for AIDS service organizations (e.g., discussions of healthy relationships, sexuality, self-esteem) and health care professionals (e.g., incorporating family planning and harm reduction strategies in discussions with patients) are suggested. Limitations and directions for future research are also discussed.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".