{"id":"W4390142804","doi":"10.1007/s13178-023-00921-0","title":"Falling Short of Clinical Recommendations: Low Uptake of the Human Papillomavirus Vaccine Among Gay, Bisexual, and Other Men Who Have Sex with Men in Ontario, Canada—Results from the Ontario Gay Men’s Health Survey","year":2023,"lang":"en","type":"article","venue":"Sexuality Research and Social Policy","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Arts and Humanities Research Council; University of Ottawa","keywords":"Men who have sex with men; Snowball sampling; Medicine; Vaccination; Human papillomavirus; Demography; Family medicine; Gerontology; Environmental health; Virology; Internal medicine; Human immunodeficiency virus (HIV)","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":[0.001857287,0.0002394062,0.0004406039,0.00105304,0.003324146,0.001779582,0.001900511,0.0005839176,0.001971378],"category_scores_gemma":[0.00652274,0.0004485879,0.0006558982,0.003203982,0.001082231,0.00070839,0.001026981,0.0009553013,0.0002327936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02370734,"about_ca_system_score_gemma":0.04542767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994628,"about_ca_topic_score_gemma":0.9962929,"domain_scores_codex":[0.9975544,0.0002365095,0.0002328923,0.0002876979,0.001194063,0.0004945285],"domain_scores_gemma":[0.99362,0.000443778,0.002090295,0.0002172978,0.002310957,0.001317788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001939658,0.0000184229,0.9930005,0.00006083871,0.00003294291,0.00002425468,0.001209176,0.00003463306,0.00005412526,0.00005225134,0.001868513,0.003624884],"study_design_scores_gemma":[0.00000400947,0.000009818045,0.9971638,0.00005491054,0.00001661409,0.00001482267,0.001654765,0.0001095087,0.00003117245,0.00001553121,0.0009191003,0.000005753388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803027,0.00159345,0.0001664486,0.003783067,0.00005304863,0.0001668792,0.007779442,0.000021968,0.006132957],"genre_scores_gemma":[0.9962748,0.0006727712,0.0001730666,0.0005196991,0.00001413459,0.00003262687,0.001324347,0.000005786837,0.0009827908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02370734,"threshold_uncertainty_score":0.1720096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3398424376081642,"score_gpt":0.5113049069038414,"score_spread":0.1714624692956772,"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."}}