{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008090097,0.0001813873,0.0001667262,0.0005116274,0.0003899231,0.0004065537,0.0002851855,0.0001888504,0.001476633],"category_scores_gemma":[0.002482079,0.0001703197,0.0002548589,0.0006291646,0.0002444828,0.0002727302,0.0003381227,0.0002601172,0.0001324758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007892475,"about_ca_system_score_gemma":0.0005657293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09897964,"about_ca_topic_score_gemma":0.09302922,"domain_scores_codex":[0.9995769,0.0001100976,0.00002941543,0.00008947919,0.00009643981,0.00009768872],"domain_scores_gemma":[0.9990593,0.0001616112,0.0004224926,0.00004089204,0.0001469406,0.0001688123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005287198,0.00001203909,0.9986097,0.000005113063,0.00001783486,0.00000848508,0.0000930833,0.00001960398,0.00003703668,0.000005003911,0.00003121223,0.001108048],"study_design_scores_gemma":[0.000003098487,0.00006042629,0.999619,0.000004228422,0.00001038469,0.00004206816,0.0001161563,0.00005787612,0.00002571261,0.000005961495,0.00005374554,0.000001309077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988456,0.0003072749,0.00004780616,0.00001439292,0.000001523024,0.00001231784,0.0003977065,0.000002624752,0.0003707247],"genre_scores_gemma":[0.9995796,0.00009884145,0.00003418568,0.000006797243,0.000001948741,0.000007841581,0.0001811256,4.474477e-7,0.00008925231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09897964,"threshold_uncertainty_score":0.196807,"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."}}