Consistent Condom Use with Paying and Nonpaying Partners among Female Sex Workers in Iran: Findings of a National Biobehavioral Survey
Bibliographic record
Abstract
OBJECTIVES: Little is known about the dynamics of condom use among female sex workers (FSWs) in Iran. We investigated the correlates of consistent condom use (CCU) among FSWs, using data from a national biobehavioral surveillance survey in 2010. METHODS: A total of 872 FSWs were recruited using a facility-based sampling strategy from 21 sites in 13 cities in Iran. Data were collected through face-to-face interviews using a standardized questionnaire. RESULTS: Overall, 33.6% and 17.3% of FSWs reported CCU with paying and nonpaying sex partners, respectively. Consistent condom use with paying partners was significantly associated with temporary marriage, accessing family planning services and history of working in brothels. Conversely, temporary marriage or married status, condom rupture/slippage, and HIV seropositivity remained independently significantly associated with CCU with nonpaying sex partners. CONCLUSION: Our findings indicated the urgent need for scaling up condom promotion interventions catered toward FSWs and their sex partners to practice safe sex consistently.
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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 | 0.004 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".