{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004778356,0.0001718789,0.0004588808,0.00008490351,0.00009098617,0.00001949369,0.0003410399,0.00003403109,0.001735446],"category_scores_gemma":[0.0009147755,0.0001672336,0.0001174835,0.0003079544,0.00005106016,0.00008464792,0.0001994911,0.0004269946,0.00002366939],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249185,"about_ca_system_score_gemma":0.03426538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991227,"about_ca_topic_score_gemma":0.999829,"domain_scores_codex":[0.9974188,0.0001264195,0.0007506371,0.0003478197,0.0008011322,0.000555179],"domain_scores_gemma":[0.9959775,0.0001081343,0.0001903083,0.002594392,0.0002127687,0.0009169609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006081137,0.00006020538,0.6015803,0.0001072545,0.00004666052,0.03185066,0.000003594969,0.00002777779,0.00003408414,0.00002144193,0.3658937,0.0003135368],"study_design_scores_gemma":[0.0006621985,0.00005364225,0.4203052,0.0003025082,0.00001768167,0.001305358,0.000207311,0.001688386,0.00002860233,0.00001838436,0.5752064,0.0002043468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439153,0.002771035,0.00001203225,0.007499699,0.0002402172,0.000781864,0.000186413,0.00003575918,0.1445577],"genre_scores_gemma":[0.8981115,0.00009960169,0.00004499343,0.0004055873,0.00003118963,0.00004728336,0.0006513876,0.00002669231,0.1005817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093127,"threshold_uncertainty_score":0.9991771,"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."}}