A survey of Cambodian health-care providers' HIV knowledge, attitudes and intentions to take a sexual history
Bibliographic record
Abstract
Cambodia has one of the highest prevalence rates of HIV in Asia and is scaling up HIV testing. We conducted a cross-sectional survey with 358 health care providers in Phnom Penh, Cambodia to assess readiness for voluntary testing and counselling for HIV. We measured HIV knowledge and attitudes, and predictors of intentions to take a sexual history using the Theory of Planned Behaviour. Over 90% of health care providers correctly answered knowledge questions about HIV transmission, but their attitudes were often not positive towards people living with HIV. The Theory of Planned Behaviour constructs explained 56% of the variance in intention to take a sexual history: the control providers perceive they have over taking a sexual history was the strongest contributor (51%), while social pressure explained a further 3%. Attitudes about taking a sexual history did not contribute to intention. Interventions with Cambodian health care providers should focus on improving skills in sexual history-taking.
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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 | 0.002 | 0.001 |
| 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".