{"id":"W4388025631","doi":"10.22514/10.22514/jomh.2023.097","title":"HPV vaccination among gay, bisexual and other men who have sex with men in Canada's three largest cities: a person-centred approach","year":2023,"lang":"en","type":"article","venue":"Journal of Men s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Canadian Cancer Society; McGill University; McGill University Health Centre; Community Based Research Centre; Institut National de Santé Publique du Québec; Santé Montérégie; Toronto Metropolitan University; University of Toronto; St. Michael's Hospital; BC Centre for Disease Control; University of British Columbia; Public Health Ontario; AIDS Vancouver","funders":"","keywords":"Vaccination; Latent class model; Demography; Immigration; Psychological intervention; Medicine; Human papillomavirus; Gerontology; Geography; Sociology; Virology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00222114,0.0006884538,0.0008875449,0.003154904,0.004181698,0.002331538,0.002657424,0.0007953592,0.002156317],"category_scores_gemma":[0.00319972,0.0007658778,0.001858616,0.005010001,0.001146958,0.0007161166,0.00266337,0.001358765,0.0002252885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02902719,"about_ca_system_score_gemma":0.05286094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916238,"about_ca_topic_score_gemma":0.9945244,"domain_scores_codex":[0.9977818,0.0004548526,0.0001220681,0.000465664,0.0005140553,0.0006615163],"domain_scores_gemma":[0.9982528,0.0001923676,0.0002733785,0.0001389756,0.0006241275,0.0005182727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001332797,0.0001533818,0.9758695,0.000168879,0.0002206287,0.00009248989,0.005363452,0.0004726565,0.0002178307,0.000516618,0.001286908,0.01550447],"study_design_scores_gemma":[0.00003545432,0.0001257654,0.9830867,0.0002070267,0.0002097719,0.00006089459,0.01044945,0.003242178,0.0001716375,0.0002993826,0.002064173,0.00004767366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849237,0.001569943,0.002319401,0.0007536566,0.00002417921,0.001020063,0.006936553,0.00004215365,0.002410337],"genre_scores_gemma":[0.9871796,0.001083859,0.005788501,0.0002900652,0.00001757834,0.0005281927,0.003510664,0.00001940643,0.001582171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02902719,"threshold_uncertainty_score":0.2106079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08223908662532475,"score_gpt":0.3470664824353547,"score_spread":0.26482739581003,"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."}}