{"id":"W4393901634","doi":"10.32920/25438447","title":"Canadian results from the European Men-who-have- sex-with-men Internet survey (EMIS-2017)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"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; Strong; Michael Smith Health Research BC; Robert Koch Institut; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Public Health Agency of Canada; London School of Hygiene and Tropical Medicine","keywords":"The Internet; Political science; Demography; Psychology; Sociology; Computer science; World Wide Web","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":[0.002099484,0.0004718042,0.0005352158,0.003512955,0.002910079,0.001525544,0.001343027,0.0004326715,0.0160034],"category_scores_gemma":[0.005872394,0.0003802929,0.001107822,0.007475385,0.0003093958,0.000777062,0.00145992,0.0009621712,0.002275993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0206243,"about_ca_system_score_gemma":0.04329506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934278,"about_ca_topic_score_gemma":0.9963875,"domain_scores_codex":[0.9977455,0.0001449287,0.000145277,0.0001961218,0.00120787,0.0005603484],"domain_scores_gemma":[0.9917899,0.0002080399,0.0004339382,0.0001017848,0.006604089,0.0008621849],"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":[0.0003179506,0.0001284825,0.3418884,0.00113606,0.0002534919,0.0001306727,0.002150413,0.0003223557,0.0002093891,0.002202367,0.6224529,0.02880761],"study_design_scores_gemma":[0.00008045017,0.00003050403,0.9214085,0.0004785245,0.0001168314,0.00007190568,0.00455986,0.0002948633,0.0001891518,0.0001640121,0.07254112,0.00006427125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1021975,0.001637218,0.0005063948,0.003415253,0.0002699837,0.0007563151,0.8454278,0.0001061851,0.04568344],"genre_scores_gemma":[0.402994,0.005336035,0.003825,0.004221278,0.0001639449,0.002079868,0.5410592,0.0001650604,0.04015556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0206243,"threshold_uncertainty_score":0.1496405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05886130142957398,"score_gpt":0.3159418748469331,"score_spread":0.2570805734173591,"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."}}