{"id":"W4307843877","doi":"10.1002/jia2.26017","title":"Examining provincial PrEP coverage and characterizing PrEP awareness and use among gay, bisexual and other men who have sex with men in Vancouver, Toronto and Montreal, 2017–2020","year":2022,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; Simon Fraser University; Institut National de Santé Publique du Québec; University of British Columbia; University of Victoria; McGill University; University of Toronto; Toronto Metropolitan University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; AIDS Vancouver","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Demography; Men who have sex with men; Human immunodeficiency virus (HIV); Cohort; Respondent; Gerontology; Family medicine; 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":[0.0009013715,0.0003647006,0.0003302683,0.001323075,0.001670369,0.001189056,0.001362161,0.0003328825,0.002055689],"category_scores_gemma":[0.003191618,0.0005498184,0.0009912192,0.004127121,0.0006016085,0.0004361068,0.001313975,0.0007040154,0.0002894027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01732424,"about_ca_system_score_gemma":0.02262729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933057,"about_ca_topic_score_gemma":0.9961349,"domain_scores_codex":[0.9990224,0.0001330348,0.00008882149,0.0001871399,0.000232795,0.0003358049],"domain_scores_gemma":[0.9970819,0.0001720775,0.0006871694,0.0001564599,0.001303139,0.0005991478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003052593,0.00001111763,0.9957144,0.00004548706,0.00005659482,0.00002470387,0.0005255351,0.0001738722,0.00006013111,0.00006067883,0.0009855813,0.002311423],"study_design_scores_gemma":[0.000003492525,0.00001425707,0.9975156,0.00004093108,0.00003235183,0.00002831387,0.001132559,0.0004655837,0.00004132085,0.00001279328,0.0007062628,0.000006654749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726489,0.001086629,0.0003504908,0.0005230499,0.00001713536,0.0001014565,0.02346391,0.00003173257,0.001776833],"genre_scores_gemma":[0.9912446,0.0006036651,0.000476187,0.00009557646,0.000007704753,0.00006641763,0.006603685,0.000009325045,0.0008928715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732424,"threshold_uncertainty_score":0.1256967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311378713221351,"score_gpt":0.3154911349573034,"score_spread":0.2823773478250898,"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."}}