{"id":"W4389819716","doi":"10.31219/osf.io/rv2ed","title":"Disparities in Healthcare, STI Testing, and PrEP Access Among Newcomer Sexual Minority Men in Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian AIDS Treatment Information Exchange; McGill University Health Centre; Institut National de Santé Publique du Québec; Toronto Metropolitan University; University of Toronto; McGill University; University of Victoria; AIDS Vancouver; St. Michael's Hospital; University of Guelph","funders":"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":"Immigration; Medicine; Health care; Refugee; Psychological intervention; Population; Health equity; Gerontology; Family medicine; Demography; Political science; Nursing; Environmental health; Public health; Sociology","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":[0.0006723957,0.0002621181,0.000510155,0.001293314,0.003810039,0.001386811,0.001031317,0.0003007113,0.002969803],"category_scores_gemma":[0.002735415,0.0002307235,0.0006036878,0.003575847,0.0006975726,0.0005004432,0.001532526,0.0007821948,0.000132199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02607952,"about_ca_system_score_gemma":0.05228909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967243,"about_ca_topic_score_gemma":0.9984757,"domain_scores_codex":[0.9991251,0.00006574943,0.0000499305,0.0001185912,0.0002033448,0.0004374211],"domain_scores_gemma":[0.9983599,0.0001082993,0.0002777835,0.00005668564,0.0005438565,0.0006534306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000717401,0.00005287282,0.98351,0.00006006366,0.00007289444,0.00009166986,0.002040446,0.0001257289,0.00009698616,0.0003877739,0.002765629,0.01072423],"study_design_scores_gemma":[0.00001468039,0.00002086598,0.9929345,0.0001381932,0.00005571716,0.00006227363,0.004237624,0.0003919476,0.00008459268,0.0001027802,0.001937782,0.00001906705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900163,0.001574853,0.0001189086,0.00146537,0.00003519953,0.00005461416,0.003805761,0.0000108643,0.002918145],"genre_scores_gemma":[0.9963849,0.0009627309,0.0001949595,0.0002865151,0.00001079269,0.00002036448,0.001306975,0.000005454941,0.0008272558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02607952,"threshold_uncertainty_score":0.189221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244954196180541,"score_gpt":0.3933061483848513,"score_spread":0.2688107287667972,"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."}}