Prevalence of HIV, human papillomavirus type 16 and herpes simplex virus type 2 among female sex workers in Guinea and associated factors
Bibliographic record
Abstract
Female sex workers are at high risk for HIV infection. Sexually transmitted infections are known to be co-factors for HIV infection. Our aims were (1) to assess the prevalence of HIV and other sexually transmitted infections in this population; (2) to determine the association between sociodemographic characteristics, behavioural variables, and variables related to HIV prevention and HIV infection. A cross-sectional study was conducted in Conakry, Guinea, among a convenience sample of 223 female sex workers. A questionnaire on sociodemographic characteristics, risk factors, and exposure to prevention was administered. Screening for HIV, herpes simplex virus type 2, human papillomavirus type 16, Neisseria gonorrhoeae, and Chlamydia trachomatis was performed. Prevalences of HIV, herpes simplex virus type 2, human papillomavirus type 16, N. gonorrhoeae, and C. trachomatis were 35.3%, 84.1%, 12.2%, 9.0%, and 13.6%, respectively. Having a child, lubricant use, and human papillomavirus type 16 infection were associated with HIV infection. Interventions that promote screening and treatment of sexually transmitted infections are needed in order to achieve successful interventions to prevent HIV among female sex workers in resource-limited settings.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| 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".