{"id":"W4381325493","doi":"10.1101/2023.06.19.23291543","title":"Epidemiology of genital human papillomavirus infections in sequential male sex partners of young females","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research; National Institutes of Health; Department of Family and Community Medicine, University of Toronto; University of Toronto; McGill University","keywords":"Concordance; Sex organ; Human papillomavirus; Demography; Odds ratio; Medicine; Epidemiology; Confidence interval; Transmission (telecommunications); Young adult; Gynecology; Internal medicine; Biology; 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":[0.0005815698,0.0002047426,0.0002385701,0.0007766925,0.0003581931,0.0004914112,0.0003513711,0.0002421887,0.001753033],"category_scores_gemma":[0.001878812,0.0002831849,0.0002853778,0.0007533841,0.0002626955,0.0002942979,0.0003640134,0.0001959639,0.0001409626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004595369,"about_ca_system_score_gemma":0.0004838629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02972321,"about_ca_topic_score_gemma":0.02646507,"domain_scores_codex":[0.999359,0.0001939315,0.00004365908,0.0001534748,0.0001578215,0.0000921719],"domain_scores_gemma":[0.9988696,0.0001850803,0.00061276,0.00004341666,0.0001321113,0.0001570317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001341623,0.000005436288,0.9988416,0.000006542891,0.00001326183,0.00003053793,0.0000666995,0.00001235842,0.00009929576,0.00000503534,0.00001814161,0.0008878323],"study_design_scores_gemma":[0.000001565632,0.00006813002,0.9991315,0.00000832059,0.000009253959,0.0003611147,0.0002123733,0.00006387936,0.0000652985,0.000007738907,0.00006926115,0.000001558461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986526,0.0006287828,0.0001319588,0.00001872151,0.000002222665,0.00001696986,0.0002602907,0.000004037212,0.0002844131],"genre_scores_gemma":[0.9995953,0.0001498731,0.00009054191,0.000008164399,0.000002688436,0.000005781249,0.00007836079,5.666249e-7,0.00006860067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02972321,"threshold_uncertainty_score":0.05910039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2708084166804697,"score_gpt":0.4754986141669918,"score_spread":0.2046901974865221,"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."}}