{"id":"W4307639208","doi":"10.1186/s12981-022-00473-0","title":"PrEP-related stigma and PrEP use among gay, bisexual and other men who have sex with men in Ontario and British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; AIDS Vancouver; University of Victoria; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Stigma (botany); Men who have sex with men; Pre-exposure prophylaxis; Outreach; Logistic regression; Discontinuation; Demography; Family medicine; Psychiatry; Human immunodeficiency virus (HIV); 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":[0.000644603,0.000268933,0.0004279159,0.001014727,0.004231242,0.001383188,0.0009076375,0.0003255084,0.003083751],"category_scores_gemma":[0.001875983,0.000385082,0.0005996781,0.002824196,0.0009368981,0.0004407663,0.00102035,0.0008232339,0.0002080917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02101019,"about_ca_system_score_gemma":0.03679621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970939,"about_ca_topic_score_gemma":0.9986009,"domain_scores_codex":[0.9992461,0.00008956192,0.00004252794,0.00008799009,0.0002424601,0.0002913653],"domain_scores_gemma":[0.9977717,0.0001724461,0.000507332,0.0000638542,0.0008662273,0.0006184737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002900419,0.00002484623,0.9931945,0.00005168017,0.00002465442,0.00007626088,0.002220559,0.00003778137,0.00006960764,0.0000870998,0.0007871975,0.003396756],"study_design_scores_gemma":[0.000004241658,0.00001137579,0.9945394,0.00008347573,0.0000195222,0.00005045933,0.00434494,0.00009100375,0.0000263397,0.00001875786,0.0008032512,0.000007174606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923387,0.001192924,0.00008424807,0.0007242113,0.0000166782,0.00006038108,0.002124414,0.000006806996,0.003451633],"genre_scores_gemma":[0.9969711,0.0009515527,0.0001182984,0.0001434296,0.000006045997,0.00002653805,0.0006223236,0.000003757053,0.001156905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02101019,"threshold_uncertainty_score":0.1524403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783401743182587,"score_gpt":0.3289697154562793,"score_spread":0.2811356980244534,"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."}}