Seroprevalence and Risk Factors for Herpes Simplex Virus Infection in a Population of HIV-Infected Patients in Canada
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVE: To determine the seroprevalence of herpes simplex virus infection in a population of HIV-infected individuals in Canada. METHODS: HIV-infected patients attending 5 infectious disease clinics for follow-up care were approached to participate in the study. After informed consent was obtained, subjects completed a questionnaire documenting HIV-risk behavior, duration of infection, history of oral and/or genital herpes, and treatment for HIV and/or genital herpes. Blood for HSV type-specific serology was drawn and tested by enzyme-linked immunosorbent assay (Focus Diagnostics HerpeSelect HSV-1, HSV-2 enzyme-linked immunosorbent assay IgG). Equivocal samples were repeated and any discrepant results were resolved with Western blot. RESULTS: Six hundred twenty-nine HIV-infected individuals participated. The mean age was 43.9 years, 74.7% were Canadian born and 72.3% were men. The majority of foreign-born subjects were black (endemic) and women. The seroprevalence of HSV-1 and HSV-2 was 78.1% and 54.6%, respectively. Women were 2.7 times more likely to be HSV-2 seropositive, non-Canadian-born participants were 2.0 times more likely to be HSV-2 seropositive, and nonwhite subjects were 3.2 times more likely to be seropositive. Men who had sex with other men had the lowest seroprevalence of HSV-2. Only 30.3% of HSV-2 positive subjects reported a history of genital herpes. CONCLUSIONS: A significant proportion of HIV-infected subjects attending 5 infectious disease clinics in Canada are coinfected with HSV. Routine type-specific HSV-2 testing should be introduced to direct education regarding symptoms, signs, and transmission reduction of genital herpes and perhaps ultimately HIV-1. Knowledge of HSV serostatus would also provide an opportunity to consider antiviral therapy.
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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) | 0.000 | 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 it