{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004836606,0.0000875631,0.0004406754,0.0007744759,0.0001175864,0.00002091316,0.00007930631,0.00003994405,0.0001489791],"category_scores_gemma":[0.00005271886,0.00007501005,0.00003175364,0.001951675,0.00002894541,0.00009492001,0.00005919826,0.0001288991,2.668471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005683506,"about_ca_system_score_gemma":0.00103807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100375,"about_ca_topic_score_gemma":0.9614767,"domain_scores_codex":[0.9985864,0.0001382059,0.0004286222,0.0002165624,0.0002968701,0.0003333227],"domain_scores_gemma":[0.9994234,0.0000338909,0.0001451213,0.0001560009,0.00005026116,0.0001913639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000804099,0.00003709297,0.9329982,0.0001389391,0.0002675155,0.000001045857,0.0008707259,0.000658656,0.000001081988,0.0002093162,0.06089085,0.003846206],"study_design_scores_gemma":[0.000474905,0.000257204,0.9793131,0.0001506438,0.00008938817,1.624736e-7,0.001161565,0.01785989,0.000004246726,0.00003138894,0.0006029075,0.00005457701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852532,0.000116056,0.0005385483,0.002294218,0.000005844629,0.000812766,0.00005249992,0.00001107625,0.0109158],"genre_scores_gemma":[0.9911962,0.000009133299,0.00006154287,0.000504085,0.00003127347,0.00005143512,0.00009384122,0.000009510821,0.008042961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06028794,"threshold_uncertainty_score":0.3058821,"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."}}