{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001887696,0.0004852054,0.0007775131,0.0001073555,0.001569556,0.00005390644,0.001025268,0.00009340824,0.0001561114],"category_scores_gemma":[0.01421032,0.0004045857,0.0001631218,0.001181036,0.0003172434,0.000174335,0.001063443,0.001098381,0.00001560103],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007034676,"about_ca_system_score_gemma":0.174346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999189,"about_ca_topic_score_gemma":0.999994,"domain_scores_codex":[0.9921187,0.0002980411,0.001328207,0.0007222748,0.004234436,0.001298364],"domain_scores_gemma":[0.9916096,0.001455103,0.0005613631,0.00296086,0.00198222,0.001430801],"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":[0.000128083,0.00003154015,0.09054746,0.0001366501,0.0003805801,0.04881743,0.00003198034,0.001235637,0.000007878382,0.00006599232,0.8585427,0.00007404625],"study_design_scores_gemma":[0.0004108153,0.00001178542,0.3072546,0.0001341933,0.00009392968,0.0007278915,0.0003928838,0.0006775005,0.000007503165,0.00002976907,0.6899571,0.0003020056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5074571,0.0530517,0.000006953,0.3631801,0.00364927,0.005328253,0.01625906,0.0005977654,0.05046983],"genre_scores_gemma":[0.9295548,0.001094276,0.00005373245,0.02385307,0.0005710747,0.0004486661,0.003687487,0.0001532922,0.04058359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4220977,"threshold_uncertainty_score":0.9998406,"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."}}