{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005576319,0.0001713345,0.0004394537,0.00006259375,0.0004667819,0.00006086844,0.0006661854,0.00003357272,0.0005980749],"category_scores_gemma":[0.003377712,0.0001617194,0.0001202734,0.00008904673,0.0001262336,0.0001349527,0.0003521313,0.0004116879,0.000006762938],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903527,"about_ca_system_score_gemma":0.04232378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996164,"about_ca_topic_score_gemma":0.9999335,"domain_scores_codex":[0.9975954,0.0001008672,0.0007008005,0.0003305583,0.0007198188,0.0005525316],"domain_scores_gemma":[0.9936569,0.00007975839,0.0003563505,0.004566757,0.0002622707,0.001077986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005273901,0.00005350477,0.5118477,0.00006375401,0.00004617889,0.07448793,0.000002663356,0.000005338768,0.00001529298,0.00002080044,0.4123616,0.001042416],"study_design_scores_gemma":[0.0005251921,0.00002463628,0.565681,0.0003375518,0.00001791773,0.0009614584,0.00007961334,0.0006983937,0.00002332175,0.00002823374,0.4314636,0.0001590857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6127519,0.005143976,0.00003686459,0.03416105,0.0003946585,0.0009988204,0.0004526452,0.0000539058,0.3460062],"genre_scores_gemma":[0.9055292,0.0002106041,0.00004818444,0.0002345936,0.00005143227,0.00006105188,0.0003601045,0.00002454011,0.09348028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2927773,"threshold_uncertainty_score":0.9631054,"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."}}