{"id":"W4408300762","doi":"10.1016/j.ssmph.2025.101771","title":"Inequitable access to PrEP among gay, bisexual, and other men who have sex with men in Canada: A network analysis of social indicators","year":2025,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; AIDS Vancouver; University of British Columbia; Public Health Ontario; University of Guelph; Toronto Metropolitan University; University of Toronto; University of Windsor","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research; Canada Research Chairs; Toronto Metropolitan University","keywords":"Men who have sex with men; Gender studies; Homosexuality; Male Homosexuality; Demography; Psychology; Sociology; Medicine; Human immunodeficiency virus (HIV); Family medicine","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":[0.0006284937,0.000353524,0.0004157024,0.002758161,0.003139118,0.001773012,0.0006718324,0.0002807121,0.002024007],"category_scores_gemma":[0.002876832,0.0002184403,0.0007207182,0.00529222,0.00068965,0.0006529154,0.002151007,0.0005423258,0.0001267317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01609762,"about_ca_system_score_gemma":0.01865161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988529,"about_ca_topic_score_gemma":0.9904932,"domain_scores_codex":[0.999375,0.00009284768,0.00003289221,0.0001044824,0.0001243213,0.0002703551],"domain_scores_gemma":[0.9983482,0.0002330029,0.0003503489,0.00007811955,0.0005588133,0.0004315281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000279483,0.00001773215,0.9919255,0.00001984922,0.00005713689,0.00005472899,0.001844198,0.0004652092,0.00007093799,0.0004998773,0.0005464355,0.004470553],"study_design_scores_gemma":[0.000004463033,0.00001885354,0.9824042,0.00004128073,0.0000532736,0.00006224021,0.01065527,0.004776194,0.00005367474,0.0003131329,0.001599582,0.00001778845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949977,0.0002019409,0.000336346,0.0003600827,0.000004560958,0.00003998096,0.002491269,0.00001165217,0.001556402],"genre_scores_gemma":[0.99737,0.0002509914,0.0004012242,0.00003291901,0.000003106358,0.00002258134,0.001473151,0.000003924445,0.0004420023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609762,"threshold_uncertainty_score":0.116797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526771044337756,"score_gpt":0.4128813293186266,"score_spread":0.367613618875249,"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."}}