{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001899858,0.0002350502,0.0003821914,0.00007502235,0.0002546467,0.0001010171,0.0009333973,0.00004343886,0.001064604],"category_scores_gemma":[0.001667039,0.0001644034,0.0001146879,0.0002036564,0.0001329988,0.00009142686,0.0003071712,0.0006370657,0.0001045455],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008787744,"about_ca_system_score_gemma":0.007173857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984533,"about_ca_topic_score_gemma":0.9986222,"domain_scores_codex":[0.9966806,0.0009435687,0.0006067067,0.0004441307,0.0007035136,0.000621527],"domain_scores_gemma":[0.9936866,0.0004663221,0.0001849507,0.003580758,0.0003505469,0.001730895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002334313,0.00004768004,0.2405833,0.00001872657,0.0002269937,0.003551679,0.00009655268,0.000009788205,0.00001234094,0.000008330841,0.7543541,0.0008570949],"study_design_scores_gemma":[0.001159996,0.0001511245,0.5213783,0.000328105,0.00007365624,0.00009177431,0.0006818373,0.002377997,0.00002137896,0.000006682143,0.4735236,0.0002054592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1852746,0.0007826143,0.000009275898,0.005288528,0.00003595963,0.0007007808,0.00240626,0.00003515606,0.8054668],"genre_scores_gemma":[0.6941976,0.00005858126,0.00001252676,0.0004489077,0.00005470232,0.00001664603,0.004028222,0.00004053763,0.3011423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.508923,"threshold_uncertainty_score":0.9998485,"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."}}