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Record W4415532200 · doi:10.1016/j.clim.2025.110615

The baseline vaginal immune milieu is an important determinant of the inflammatory response induced by penile-vaginal sex

2025· article· en· W4415532200 on OpenAlexafffund
Jinny Tsang, Avid Mohammadi, Sareh Bagherichimeh, Yoojin Choi, Azadeh Fazel, Elizabeth Tevlin, Sanja Huibner, Sara V. Good, Wangari Tharao, Bryan Coburn, Rupert Kaul

Bibliographic record

VenueClinical Immunology · 2025
Typearticle
Languageen
FieldImmunology and Microbiology
TopicReproductive tract infections research
Canadian institutionsToronto Rehabilitation InstituteToronto General HospitalUniversity of TorontoUniversity Health NetworkUniversity of WinnipegWomen's Health In Women's HandsWestern University
FundersCanadian Institutes of Health ResearchUniversity of Toronto
KeywordsInflammationImmune systemVaginaProinflammatory cytokineSex organCytokine

Abstract

fetched live from OpenAlex

Elevated cervicovaginal cytokines/chemokines and epithelial disruption are associated with HIV risk. While penile-vaginal sex induces transient cervicovaginal inflammation and epithelial disruption, there is considerable interindividual heterogeneity. We defined genital inflammation using a multi-cytokine score and hypothesized that sex-induced inflammation would depend on the pre-existing vaginal immune milieu. We quantified HIV-associated immune factors in cervicovaginal secretions of HIV-uninfected women before and 1 h after penile-vaginal sex. Cervicovaginal IgA and IgG increased after sex, and baseline IgA was associated with inflammatory cytokines and epithelial disruption. Post-sex vaginal immune factors strongly associated and clustered with pre-sex concentrations, and participants with baseline inflammation remained inflamed after sex. Sex induced greater relative changes in inflammatory cytokines and epithelial disruption among participants with lower baseline levels, but not in chemokines. In conclusion, the baseline vaginal milieu determines the inflammatory effects of sex; specifically, sex elicits a greater change in inflammatory responses in women with baseline vaginal immunoquiescence.

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)0.000
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.029
GPT teacher head0.369
Teacher spread0.339 · 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

Citations0
Published2025
Admission routes2
Has abstractno

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