Factors Associated With Syphilis Testing and a History of Syphilis Infection Among a Sample of Transgender Women in Jamaica
Bibliographic record
Abstract
BACKGROUND: Globally, social inequalities contribute to elevated sexually transmitted infections (STIs) rates among transgender women. High syphilis prevalence has been documented among transgender women in Latin America. Little is known, however, of syphilis testing uptake among transgender women in Jamaica, where homosexuality is criminalized. The study objective was to understand factors associated with opting-in for syphilis testing and a syphilis infection history among transgender women in Jamaica. METHODS: We conducted a cross-sectional tablet-based survey of 137 transgender women between March and November 2015 in Jamaica. Bivariate analyses were used to assess differences across sociodemographic, intrapersonal, interpersonal, and structural factors based on syphilis infection history. We conducted univariable and multivariable logistic regression to determine the odds ratio for opting-in for syphilis testing for all factors associated with testing uptake at a P value of less than 0.05 in bivariate analyses, controlling for sociodemographic characteristics. RESULTS: Among 137 participants, 83 (60.6%) opted in for syphilis screening and 8 (9.6%) had positive rapid test results. One quarter of participants (n = 26; 25.2%) reported being HIV positive. Opting-in for syphilis testing was associated with the following: 1 health (HIV-positive serostatus: adjusted odds ratio [AOR], 4.33; 95% confidence interval [CI], 1.31-14.26), 1 intrapersonal (perceived STI risk: AOR, 1.58; 95% CI, 1.04-2.40), 1 interpersonal (childhood sexual abuse: AOR, 2.80; 95% CI, 1.03-7.62), and 1 structural (incarceration: AOR, 0.27; 95% CI, 0.11-0.71) factor. CONCLUSIONS: This study identified factors (HIV-positive serostatus, perceived STI risk, childhood sexual abuse, no incarceration history) associated with syphilis testing uptake among transgender women. Findings can inform multilevel STI testing, prevention, and care strategies tailored for transgender women in Jamaica.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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".