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Record W2205645239 · doi:10.1093/cid/civ908

Effect of Condom Use on Per-act HSV-2 Transmission Risk in HIV-1, HSV-2-discordant Couples

2015· article· en· W2205645239 on OpenAlexaff
Amalia Magaret, Andrew Mujugira, James P. Hughes, Jairam R. Lingappa, Elizabeth A. Bukusi, Guy de Bruyn, Sinead Delany‐Moretlwe, Kenneth H. Fife, Glenda Gray, Saidi Kapiga, Etienne Karita, Nelly Mugo, Helen Rees, Allan Ronald, Bellington Vwalika, Edwin Were, Anna Wald, Jared M. Baeten, Mary S. Campbell, Lawrence Corey, Robert W. Coombs, Amalia Magaret, M. Juliana McElrath, Rhoda Morrow, James I. Mullins, David Coetzee, Max Essex, Joseph Makhema, Elly Katabira, Susan Allen, Kayitesi Kayitenkore, Elizabeth Bukusi, Craig Cohen, William Kanweka, Rachel Manongi, Carey Farquhar, Grace John‐Stewart, James Kiarie, Mubiana Inambao, James McIntyre

Bibliographic record

VenueClinical Infectious Diseases · 2015
Typearticle
Languageen
FieldMedicine
TopicHerpesvirus Infections and Treatments
Canadian institutionsUniversity of WinnipegUniversity of Manitoba
FundersNational Institutes of HealthSanofi PasteurHarvard UniversityNational Institute of Allergy and Infectious DiseasesBill and Melinda Gates FoundationPfizerUniversity of Cape TownUniversity of WashingtonEmory UniversityGilead SciencesSanofi
KeywordsMedicineTransmission (telecommunications)CondomSerodiscordantDemographyGynecologyVirologyImmunologyObstetricsVirusHuman immunodeficiency virus (HIV)Viral loadSyphilis

Abstract

fetched live from OpenAlex

BACKGROUND: The efficacy of condoms for protection against transmission of herpes simplex virus type 2 (HSV-2) has been examined in a variety of populations with different effect measures. Often the efficacy has been assessed as change in hazard of transmission with consistent vs inconsistent use, independent of the number of acts. Condom efficacy has not previously measured on a per-act basis. METHODS: We examined the per-act HSV-2 transmission rates with and without condom use among 911 African HSV-2 and human immunodeficiency virus type 1 (HIV-1) serodiscordant couples followed for an average of 18 months in an HIV prevention study. Infectivity models were used to associate the log10 probability of HSV-2 transmission over monthly risk periods with reported numbers of protected and unprotected sex acts. Condom efficacy was computed as the proportionate reduction in transmission risk for protected relative to unprotected sex acts. RESULTS: Transmission of HSV-2 occurred in 68 couples, including 17 with susceptible women and 51 with susceptible men. The highest rate of transmission was from men to women: 28.5 transmissions per 1000 unprotected sex acts. We found that condoms were differentially protective against HSV-2 transmission by sex; condom use reduced per-act risk of transmission from men to women by 96% (P < .001) and marginally from women to men by 65% (P = .060). CONCLUSIONS: Condoms are recommended as an effective preventive method for heterosexual transmission of HSV-2.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.051
GPT teacher head0.393
Teacher spread0.341 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations53
Published2015
Admission routes1
Has abstractyes

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