{"id":"W4408318774","doi":"10.1016/j.jcv.2025.105779","title":"Human papillomavirus incidence and transmission by vaccination status among heterosexual couples","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Merck Canada; Faculty of Medicine, McGill University; Canada Research Chairs; Roche","keywords":"Human papillomavirus; Incidence (geometry); Transmission (telecommunications); Virology; Vaccination; Demography; Medicine; Sociology; Telecommunications; Computer science; Internal medicine; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245549,0.00008778203,0.0005701443,0.0001182595,0.00007240847,0.00001571396,0.00009669721,0.0002291889,0.0007838494],"category_scores_gemma":[0.0006645353,0.00006340117,0.0001246698,0.0001074037,0.0001870123,0.00009282755,0.00004517769,0.0007999027,0.000002070312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003585111,"about_ca_system_score_gemma":0.0001578342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003801494,"about_ca_topic_score_gemma":0.00003539046,"domain_scores_codex":[0.9981435,0.0001997932,0.0009882987,0.0001680696,0.0002838812,0.0002164689],"domain_scores_gemma":[0.998554,0.0005662616,0.000235447,0.0001082696,0.0002366459,0.0002993621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002017813,0.0003368626,0.574318,0.00009200325,0.00009554294,0.00006284147,0.00004278962,0.000002236354,0.007700146,0.0001041929,0.00459159,0.410636],"study_design_scores_gemma":[0.004173794,0.002637961,0.9746969,0.00002570713,0.00006997359,0.00002108613,0.00002593295,0.0001921353,0.0003362505,0.0009622985,0.0168094,0.00004859932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918627,0.003024574,0.000860852,0.002511522,0.0001674598,0.0001150068,0.000002590251,0.000006879663,0.001448463],"genre_scores_gemma":[0.9951065,0.002836339,0.0001188033,0.001298194,0.0001809304,0.000001787542,0.000002994522,0.000006582995,0.0004478366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4105874,"threshold_uncertainty_score":0.8582602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512176047054029,"score_gpt":0.481143126000947,"score_spread":0.4299255212955441,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}