{"id":"W4388818463","doi":"10.14745/ccdr.v49i10a02","title":"National Influenza Annual Report, Canada, 2022–2023: Canada’s first fall epidemic since the 2019–2020 season","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Epidemiology; Medicine; Influenza season; Pandemic; Population; Demography; Influenza A virus; Environmental health; Virology; Coronavirus disease 2019 (COVID-19); Virus; Disease; Influenza vaccine; Infectious disease (medical specialty); Internal medicine","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":[0.001432107,0.001268488,0.0008588678,0.002589127,0.003240199,0.002881025,0.001963717,0.0009327853,0.006914472],"category_scores_gemma":[0.002961274,0.000530641,0.0009630939,0.005582781,0.0005367479,0.0007742214,0.001277715,0.002375741,0.002801756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04283406,"about_ca_system_score_gemma":0.1478969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951485,"about_ca_topic_score_gemma":0.9971575,"domain_scores_codex":[0.9978549,0.00003954026,0.0001013574,0.0001146858,0.001529574,0.000359868],"domain_scores_gemma":[0.9926683,0.00006665794,0.0002940096,0.00005271236,0.005531668,0.001386621],"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":[0.0002096559,0.00005893623,0.05816039,0.001098067,0.0001526698,0.0001717328,0.0001750069,0.000280561,0.0003485776,0.0004049257,0.904896,0.03404348],"study_design_scores_gemma":[0.000128381,0.00005731726,0.5651498,0.001155825,0.0001744866,0.0002385701,0.0008478398,0.0006825499,0.0003479099,0.0001414259,0.4309889,0.00008701067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02041448,0.02186141,0.0007202002,0.01193621,0.003006548,0.0007133366,0.9000131,0.0007180796,0.04061662],"genre_scores_gemma":[0.1111699,0.03344524,0.005089411,0.008532443,0.0009426017,0.0009274816,0.7913299,0.0003120954,0.04825091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04283406,"threshold_uncertainty_score":0.3107843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693824181151614,"score_gpt":0.3376708739954156,"score_spread":0.2907326321838994,"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."}}