{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005155091,0.0002316873,0.0002022002,0.0007286952,0.005006549,0.001668774,0.001027027,0.0006381004,0.004967965],"category_scores_gemma":[0.001544059,0.0002431788,0.0002477896,0.0007033357,0.0007879948,0.0004207747,0.002220565,0.001050537,0.0002582486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01723911,"about_ca_system_score_gemma":0.08833049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9797136,"about_ca_topic_score_gemma":0.9947228,"domain_scores_codex":[0.9994094,0.00007897161,0.00001700807,0.00002955764,0.0001327335,0.0003323374],"domain_scores_gemma":[0.9981676,0.0000460713,0.00007946807,0.000008500499,0.0002831165,0.001415204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002688614,0.000514316,0.5871124,0.00118623,0.00008396459,0.002270674,0.01234742,0.0005661444,0.001721713,0.001146335,0.05467527,0.3381067],"study_design_scores_gemma":[0.00006050716,0.0003000899,0.9111087,0.001499929,0.00006381037,0.0007693401,0.03941028,0.0007392081,0.000447931,0.000376086,0.04518118,0.00004277045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703906,0.02127539,0.0003395933,0.05820928,0.0003990534,0.0004386361,0.001293959,0.00008591662,0.04756753],"genre_scores_gemma":[0.9632443,0.01637167,0.001217767,0.005880985,0.0001231108,0.00009796752,0.0003342904,0.0000149769,0.01271506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02028638,"threshold_uncertainty_score":0.1250791,"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."}}