{"id":"W2998194662","doi":"10.14745/ccdr.v46i01a05","title":"National Influenza Mid-Season Report, 2019–2020","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Seasonal influenza; Influenza season; Medicine; Virology; Influenza A virus; Virus; Influenza vaccine; Human mortality from H5N1; Flu season; Vaccination; Demography; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Disease","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":[0.001054764,0.0007169538,0.0002831673,0.001789939,0.001746554,0.001338731,0.001019138,0.0004094462,0.006762071],"category_scores_gemma":[0.001666382,0.0002201399,0.0004201915,0.002374792,0.0002099621,0.0004229207,0.0005784957,0.0008972026,0.003232259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02214308,"about_ca_system_score_gemma":0.05578378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866455,"about_ca_topic_score_gemma":0.9928619,"domain_scores_codex":[0.9990849,0.00002368052,0.00005776351,0.00005150568,0.0005899735,0.0001920885],"domain_scores_gemma":[0.9962077,0.00003329645,0.0001234423,0.00002717,0.003068456,0.0005399483],"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":[0.0003996904,0.00009155361,0.07194079,0.0007353495,0.0000766989,0.0001404875,0.0001351626,0.0002712028,0.0006131604,0.0004693689,0.8950438,0.03008265],"study_design_scores_gemma":[0.00007818201,0.00008516137,0.5332385,0.0005425846,0.0000742329,0.0001353789,0.0004566886,0.0004225694,0.000674888,0.00008715814,0.4641697,0.00003490349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01992515,0.005537713,0.0003991477,0.003098726,0.001394109,0.0004857556,0.9122762,0.0003626654,0.0565205],"genre_scores_gemma":[0.1064843,0.00644626,0.002892521,0.00299213,0.0003396754,0.0004337115,0.8168792,0.00009939715,0.06343277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02214308,"threshold_uncertainty_score":0.16066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08841241859901561,"score_gpt":0.3668348804990355,"score_spread":0.2784224619000199,"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."}}