{"id":"W4393930885","doi":"10.32920/25461112.v1","title":"Vaccine Effectiveness Against 12-Month Incident and Persistent Anal Human Papillomavirus Infection Among Gay, Bisexual, and Other Men Who Have Sex With Men","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; University of Victoria; Public Health Ontario; University of Toronto; Government of Nova Scotia; BC Centre for Disease Control; St. Michael's Hospital; AIDS Vancouver; University of British Columbia; McGill University Health Centre; McGill University; Institute for Clinical Evaluative Sciences; Community Based Research Centre; Institut National de Santé Publique du Québec; Toronto Metropolitan University; Dalhousie University","funders":"Department of Family and Community Medicine, University of Toronto; Canadian Institutes of Health Research; Université de Montréal; Canadian Blood Services; Canadian Immunization Research Network; Merck Canada; University of Toronto; Michael Smith Health Research BC; Bill and Melinda Gates Foundation; ViiV Healthcare; Ministère de la Santé; Cancer Research Society; Ministère de la Santé et des Services sociaux; Gilead Sciences","keywords":"Men who have sex with men; Human papillomavirus; Anal sex; Human papillomavirus vaccine; Medicine; Male Homosexuality; Homosexuality; Virology; Demography; Psychology; Human immunodeficiency virus (HIV); Internal medicine; Cervical cancer; Gardasil; Sociology; Cancer","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":[0.001611829,0.0002717895,0.0003651367,0.0003705628,0.0004779793,0.0005806629,0.0006790406,0.0004092939,0.001813345],"category_scores_gemma":[0.005509906,0.0002825864,0.0009133383,0.0005925992,0.0003436353,0.0004203405,0.0004718186,0.0005177386,0.0002140059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423254,"about_ca_system_score_gemma":0.003541665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3154297,"about_ca_topic_score_gemma":0.3449592,"domain_scores_codex":[0.9993057,0.0002012738,0.00005660757,0.0001426313,0.0001345903,0.0001591303],"domain_scores_gemma":[0.9984081,0.0002837586,0.0005774918,0.0001227552,0.0002614803,0.0003463476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001729089,0.0002175725,0.9810167,0.0001397494,0.0005273166,0.00002333116,0.0001928199,0.0003102256,0.0001847886,0.00004119406,0.001256991,0.01436034],"study_design_scores_gemma":[0.0002232718,0.001096916,0.9962146,0.00008955781,0.0005012743,0.00004710866,0.0002151376,0.0005287697,0.0002139203,0.00003132749,0.0008267091,0.00001146099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964709,0.000959668,0.0000859295,0.0001804788,0.00002055804,0.00004806593,0.001605555,0.000008868962,0.0006200994],"genre_scores_gemma":[0.9981855,0.0004220265,0.00008878111,0.00008312453,0.00001585649,0.00003776491,0.0007762081,0.000002621557,0.000388162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3154297,"threshold_uncertainty_score":0.6271873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825051864718623,"score_gpt":0.3610533876818693,"score_spread":0.3128028690346831,"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."}}