{"id":"W4392562575","doi":"10.32920/25360195.v1","title":"Human papillomavirus (HPV) vaccination across a cascade of knowledge, willingness, and uptake among gay, bisexual, and other men who have sex with men in Canada's three largest cities","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":"University of Victoria; Université de Montréal; Université Laval; Centre Hospitalier de l’Université de Montréal; AIDS Vancouver; Provincial Health Services Authority; McGill University; Institut National de Santé Publique du Québec; Community Based Research Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto; Toronto Metropolitan University; St. Michael's Hospital; BC Centre for Disease Control; University of British Columbia; Public Health Ontario; Nova Scotia Department of Health and Wellness; Nova Scotia Health Authority","funders":"","keywords":"Human papillomavirus; Demography; Vaccination; Medicine; Virology; Sociology; 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":[0.0009649612,0.0005393012,0.000459505,0.001068621,0.002922801,0.001764892,0.001594553,0.0007611528,0.001909265],"category_scores_gemma":[0.002706157,0.0006037963,0.001208188,0.001905067,0.000922112,0.0007530205,0.001741948,0.001580661,0.0001769401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01603965,"about_ca_system_score_gemma":0.02354923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868282,"about_ca_topic_score_gemma":0.9912308,"domain_scores_codex":[0.9988255,0.0001264178,0.00005296168,0.0002429412,0.0002479542,0.00050421],"domain_scores_gemma":[0.9980752,0.0001566931,0.000486313,0.00007039306,0.0005755094,0.0006358231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005451889,0.00005250746,0.9952809,0.00002366245,0.00004229987,0.00003599323,0.001857186,0.0000680784,0.00008253031,0.00004833553,0.0003676162,0.002086288],"study_design_scores_gemma":[0.000005235156,0.00003310725,0.9950983,0.0000417917,0.00003051065,0.00002389461,0.004221108,0.0002698801,0.000041559,0.00002775961,0.0001964446,0.00001037817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981841,0.0002006129,0.00004550957,0.0002465022,0.000004469644,0.00004307375,0.0007179232,0.000004405034,0.0005532218],"genre_scores_gemma":[0.9987944,0.0001690752,0.0001065155,0.00007743431,0.000002711069,0.00002061643,0.0005099408,0.000002171765,0.0003170365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603965,"threshold_uncertainty_score":0.1163763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05058603299471747,"score_gpt":0.3631470746577199,"score_spread":0.3125610416630024,"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."}}