{"id":"W2987674143","doi":"10.14745/ccdr.v45i11a01","title":"Canadian results from the European Men-who-have-sex-with-men Internet survey (EMIS-2017)","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Toronto Metropolitan University; University of Toronto; University of Victoria; Ontario HIV Treatment Network; Université du Québec à Montréal; Public Health Agency of Canada","funders":"Consumers, Health, Agriculture and Food Executive Agency; Public Health Agency; European Commission; Ontario HIV Treatment Network; Robert Koch Institut; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; London School of Hygiene and Tropical Medicine; Public Health Agency of Canada; Michael Smith Health Research BC; Strong","keywords":"Men who have sex with men; Mental health; Medicine; Condom; Demography; Anxiety; Psychiatry; Human immunodeficiency virus (HIV); Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001802598,0.0005491116,0.0005638131,0.004195306,0.002562339,0.001460752,0.00117274,0.0003449694,0.009475061],"category_scores_gemma":[0.004241336,0.0003063532,0.001079265,0.009344839,0.0002984685,0.000501433,0.001348159,0.0006997852,0.001381851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02002116,"about_ca_system_score_gemma":0.03412142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944702,"about_ca_topic_score_gemma":0.99669,"domain_scores_codex":[0.9978802,0.0001138707,0.0001158842,0.0002007976,0.001192405,0.0004968774],"domain_scores_gemma":[0.9934736,0.0001334348,0.000460301,0.00007718996,0.005193699,0.0006617499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003859316,0.0001211079,0.7078077,0.001458863,0.0004006912,0.000201242,0.002185495,0.000390469,0.0002673136,0.001792452,0.2535744,0.03141433],"study_design_scores_gemma":[0.0000432573,0.00002369195,0.9648868,0.0003233228,0.0001044406,0.00007270417,0.002119321,0.0002153533,0.0001352899,0.00007859404,0.03196018,0.00003705516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1820674,0.003179306,0.0005758923,0.002018301,0.000179081,0.0006117988,0.7671128,0.0001258119,0.04412952],"genre_scores_gemma":[0.5239214,0.00627617,0.003135478,0.001961125,0.0001028408,0.0009961094,0.4414357,0.0001142004,0.02205694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02002116,"threshold_uncertainty_score":0.1452644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279597353005122,"score_gpt":0.280738229396639,"score_spread":0.2527784940961268,"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."}}