{"id":"W4406382383","doi":"10.1002/jmv.70163","title":"Naturally Acquired Genotype‐Specific HPV Seroreactivity and Subsequent HPV Detection Among Heterosexual Partners","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Department of Family and Community Medicine, University of Toronto; University of Toronto; McGill University","keywords":"Serostatus; Genotype; Odds ratio; Medicine; Titer; Antibody; HPV infection; Hazard ratio; Confidence interval; Immunology; Sex organ; Logistic regression; Demography; Virology; Biology; Internal medicine; Virus; Cancer; Cervical cancer; Viral load; Genetics","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":[0.0006491294,0.0001686972,0.0001661935,0.0002397189,0.0002245559,0.0004476733,0.0003403327,0.0001729208,0.0017263],"category_scores_gemma":[0.003109687,0.0002237519,0.0002487601,0.000319772,0.0002150657,0.0002300487,0.0003317467,0.000251365,0.0001004864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498261,"about_ca_system_score_gemma":0.000466171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07678081,"about_ca_topic_score_gemma":0.07580273,"domain_scores_codex":[0.9995853,0.00014006,0.00002126239,0.0001013016,0.00006630563,0.00008587962],"domain_scores_gemma":[0.9987956,0.0003288755,0.0004920296,0.0001120445,0.00009706652,0.0001744189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004359132,0.000007652957,0.9988706,0.000004600964,0.00002259266,0.00001907632,0.00004555893,0.00003114586,0.0001153666,0.000009016846,0.0000129044,0.0008179004],"study_design_scores_gemma":[0.000001996905,0.00004371222,0.9995528,0.000002184171,0.00001030881,0.00008666905,0.00004067966,0.0001414881,0.00006576001,0.000008196655,0.00004527859,0.000001040795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992573,0.000231986,0.00008342133,0.00001077589,9.474472e-7,0.000005515972,0.0001779465,0.000002216591,0.0002299386],"genre_scores_gemma":[0.9997619,0.00004407323,0.00004202037,0.00000315187,0.000001205348,0.000002260968,0.00006656229,3.997267e-7,0.00007840816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07678081,"threshold_uncertainty_score":0.1526678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129139220806413,"score_gpt":0.3661708442378208,"score_spread":0.3348794520297566,"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."}}