Stigma in AIDS Nursing Care in Sub-Saharan Africa and the Caribbean
Bibliographic record
Abstract
Some nurses who provide AIDS care, in addition to experiencing stigma themselves, also exhibit negative attitudes and perpetrate stigma and discrimination toward persons living with HIV (PLWHAs). We used a participatory research approach to explore the nature, context, and influence of stigma on the nursing care provided to PLWHAs in four low- and middle-income countries: Jamaica, Kenya, South Africa, and Uganda. Eighty-four registered nurses, enrolled nurses, and midwives participated in interviews and 79 participated in 11 focus groups. Nurses were very aware of the stigma and discrimination that AIDS evoked, and made adjustments to their care to decrease the manifestation of AIDS stigma. Despite the assurance that PLWHAs were treated equally, and that universal precautions were used consistently, we found that in reality, nurses sometimes made decisions about nursing care that were based on the appearance of the patient or knowledge of his or her status.
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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 | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 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 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".