{"id":"W3128151826","doi":"10.14745/ccdr.v47i01a11","title":"HIV in Canada—surveillance report, 2019","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"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; Medicine; Demography; Population; Epidemiology; Public health surveillance; Human immunodeficiency virus (HIV); Immigration; Environmental health; Notifiable disease; Pediatrics; Geography; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003976704,0.0001608455,0.0004426154,0.00006108678,0.0001292599,0.00002489869,0.0002551147,0.00003248509,0.001231341],"category_scores_gemma":[0.002219046,0.0001663485,0.0001295415,0.0004117298,0.00005268379,0.00006880895,0.0002384175,0.0004446937,0.00000614183],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362764,"about_ca_system_score_gemma":0.06848808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988574,"about_ca_topic_score_gemma":0.9999189,"domain_scores_codex":[0.9973922,0.0001838632,0.0007625768,0.0003569874,0.0007782496,0.0005260933],"domain_scores_gemma":[0.9958636,0.0001203548,0.0001576315,0.002434977,0.0004211174,0.001002342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003295785,0.00008467278,0.3563621,0.00007989023,0.00005698836,0.1907884,0.000003574606,0.00002674214,0.00005218439,0.00002277483,0.4519523,0.0005373932],"study_design_scores_gemma":[0.0005890434,0.00002398681,0.3310823,0.0003099813,0.00002711707,0.00335478,0.0002707046,0.0008558943,0.0001451796,0.00002736279,0.6631066,0.000207145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7336541,0.02492942,0.00006220765,0.03421697,0.0003935958,0.0007912848,0.0006924757,0.00006978302,0.2051902],"genre_scores_gemma":[0.8792164,0.00037009,0.00008210812,0.0005016885,0.00004031126,0.00004524303,0.001757202,0.00002678396,0.1179602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2111542,"threshold_uncertainty_score":0.9996817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599321390915964,"score_gpt":0.289400327443872,"score_spread":0.2734071135347123,"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."}}