{"id":"W3158705183","doi":"10.1002/jia2.25699","title":"Characteristics of the HIV cascade of care and unsuppressed viral load among gay, bisexual and other men who have sex with men living with HIV across Canada’s three largest cities","year":2021,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; Institut National de Santé Publique du Québec; University of Toronto; Toronto Metropolitan University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University; University of Victoria; AIDS Vancouver; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Medicine; Demography; Men who have sex with men; Logistic regression; Human immunodeficiency virus (HIV); Odds ratio; Viral load; Gerontology; Family medicine; Internal medicine; Syphilis","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":[0.0003386376,0.0002755611,0.0002663933,0.001050397,0.00172107,0.00102255,0.0007265201,0.0002906451,0.002490475],"category_scores_gemma":[0.001419064,0.0003145282,0.0004699196,0.002077723,0.0005511693,0.0003226954,0.000834899,0.0005340345,0.0001487548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008132013,"about_ca_system_score_gemma":0.01037419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966979,"about_ca_topic_score_gemma":0.9828182,"domain_scores_codex":[0.9994972,0.00004135795,0.00003075027,0.00009843766,0.0001373197,0.0001948865],"domain_scores_gemma":[0.9987301,0.00006787468,0.0003422851,0.00003414288,0.0003692442,0.0004563503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002187151,0.000009362731,0.998343,0.000009133336,0.00001815212,0.00002848839,0.0002480475,0.00005056365,0.0000463638,0.00002159953,0.0003009871,0.0009023973],"study_design_scores_gemma":[0.000001609522,0.000009629873,0.9992998,0.000009423434,0.000005909031,0.00002280327,0.0004330139,0.0000809916,0.000009643105,0.000006990804,0.000117318,0.00000284303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959887,0.0003170501,0.00005937096,0.0001374547,0.000003711895,0.0000442705,0.002597893,0.000005874318,0.0008457598],"genre_scores_gemma":[0.9982485,0.0001653055,0.00007803022,0.00003983132,0.000002636551,0.00001645029,0.001174199,0.000001698016,0.0002734448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03302097,"threshold_uncertainty_score":0.06643081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543503497294351,"score_gpt":0.2906385288222119,"score_spread":0.2752034938492684,"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."}}