{"id":"W3023611823","doi":"10.1136/sextrans-2019-sti.608","title":"P530 Addressing underserved men who have sex with men (MSM): advancing the sexual health approach for MSM in vancouver, canada","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Victoria","funders":"","keywords":"Men who have sex with men; Medicine; Reproductive health; Male Homosexuality; Demography; Gerontology; Family medicine; Environmental health; Human immunodeficiency virus (HIV); Population; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003700228,0.0002286942,0.0004069353,0.0001177489,0.0002339668,0.00005121039,0.0002006631,0.00005750255,0.00002956785],"category_scores_gemma":[0.00006998465,0.0001656572,0.00003014283,0.0002464083,0.00005935205,0.0002638226,0.00007794932,0.000308556,0.000003418059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004360636,"about_ca_system_score_gemma":0.001405698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2712716,"about_ca_topic_score_gemma":0.7938473,"domain_scores_codex":[0.9978604,0.0001769312,0.0004184793,0.0004516388,0.0004973221,0.0005952354],"domain_scores_gemma":[0.9985267,0.0004069044,0.0001864398,0.0005504514,0.000116311,0.0002132035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007918826,0.0005031867,0.3148418,0.001624307,0.0005054541,0.0000342304,0.1067961,0.01490099,0.0009092803,0.0001186529,0.5498905,0.009083529],"study_design_scores_gemma":[0.01014082,0.0008094581,0.04259111,0.0002719471,0.000195271,0.00005012286,0.7955214,0.1433992,0.0007713996,0.00008561015,0.005560623,0.0006029672],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6625885,0.0007865771,0.02969673,0.03193659,0.0006759569,0.02118142,0.0006605907,0.0002849408,0.2521887],"genre_scores_gemma":[0.9493999,0.000006224995,0.002645998,0.002052024,0.0001617764,0.0003275209,0.0003628094,0.0000871155,0.04495662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6887254,"threshold_uncertainty_score":0.7335811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06663141851821766,"score_gpt":0.3497997238712771,"score_spread":0.2831683053530594,"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."}}