{"id":"W2794342534","doi":"10.14745/ccdr.v43i12a01","title":"HIV in Canada—Surveillance Report, 2016","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control; Department of Health, Western Cape Government; Institut National de Santé Publique du Québec; Nova Scotia Department of Health and Wellness; Ministry of Health, Saskatchewan; Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Population; Demography; Public health surveillance; Medicine; Ethnic group; Immigration; Human immunodeficiency virus (HIV); Geography; Environmental health; Family medicine; Political science; Pathology; Sociology","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":[0.001158784,0.0009605697,0.0005933882,0.00692141,0.004156629,0.002475126,0.001854522,0.0004098125,0.005644167],"category_scores_gemma":[0.003592568,0.0004498413,0.0008713972,0.01276518,0.0004444058,0.0005833671,0.001327508,0.001047935,0.002040555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05171702,"about_ca_system_score_gemma":0.1403021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957016,"about_ca_topic_score_gemma":0.9963434,"domain_scores_codex":[0.997803,0.00005545162,0.000177796,0.0002165405,0.00130675,0.0004403573],"domain_scores_gemma":[0.9946185,0.00007365902,0.0003221801,0.00007250169,0.004109648,0.0008035847],"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":[0.0003171564,0.0001163693,0.4109958,0.001504335,0.0002472759,0.0004752938,0.0008832217,0.0007877931,0.0004913262,0.00127146,0.4952199,0.08769008],"study_design_scores_gemma":[0.000120583,0.00007237474,0.7207926,0.001979428,0.0002516546,0.0008190702,0.002337746,0.001658389,0.000955646,0.0004448598,0.2704686,0.00009894587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0504755,0.01206511,0.0008282707,0.002927387,0.0004267278,0.001005917,0.8944097,0.0005962898,0.03726501],"genre_scores_gemma":[0.233401,0.03452726,0.006982317,0.003084586,0.0003292576,0.001057971,0.6906996,0.0002044682,0.02971337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05171702,"threshold_uncertainty_score":0.3752351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348901227292006,"score_gpt":0.3133787667834387,"score_spread":0.2898897545105186,"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."}}