{"id":"W2995576037","doi":"10.14745/ccdr.v45i12a01","title":"HIV in Canada—Surveillance Report, 2018","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Epidemiology; Population; Medicine; Demography; Public health surveillance; Environmental health; Pathology","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":[0.0009618551,0.0009314762,0.0005223378,0.007396912,0.003521551,0.002267223,0.001910397,0.0004072298,0.005746134],"category_scores_gemma":[0.003369825,0.0003937508,0.0007123842,0.01239967,0.0003700312,0.0005723033,0.001045973,0.0009454209,0.002141203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04298417,"about_ca_system_score_gemma":0.110683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939836,"about_ca_topic_score_gemma":0.9943303,"domain_scores_codex":[0.997876,0.00005207642,0.0001708634,0.0001886595,0.001248558,0.0004638425],"domain_scores_gemma":[0.993673,0.00008467037,0.0003713227,0.00006689034,0.005052829,0.0007513605],"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":[0.0002967477,0.0001227317,0.3455998,0.001235191,0.0001824,0.0004444327,0.0007247517,0.0006147243,0.0004098704,0.001075849,0.5782087,0.07108482],"study_design_scores_gemma":[0.00011398,0.00006687246,0.6736695,0.001496008,0.0001898043,0.0005929526,0.001832681,0.001390931,0.0007303486,0.0003080028,0.3195406,0.00006826082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04159899,0.00811704,0.0006423611,0.002333015,0.000363978,0.0008612403,0.9105808,0.0005875796,0.03491492],"genre_scores_gemma":[0.1798793,0.02309557,0.005136908,0.002538473,0.0003280893,0.001253859,0.7592326,0.0001825349,0.02835256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04298417,"threshold_uncertainty_score":0.3118734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476623538995001,"score_gpt":0.2803649869726818,"score_spread":0.2655987515827317,"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."}}