{"id":"W3205152145","doi":"10.14745/ccdr.v47i10a02","title":"National Influenza Annual Report, Canada, 2020–2021, in the global context","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Canadian Immunization Research Network; Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Outbreak; Context (archaeology); Vaccination; Pandemic; Seasonal influenza; Human mortality from H5N1; Influenza A virus subtype H5N1; Environmental health; Geography; Medicine; Coronavirus disease 2019 (COVID-19); Virology; Disease; Infectious disease (medical specialty); Virus","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":[0.002080494,0.0009949256,0.0004572671,0.00159662,0.002129863,0.002043471,0.001281322,0.0006558785,0.006916037],"category_scores_gemma":[0.0027137,0.0003041345,0.0006238564,0.003416044,0.0003941824,0.0007120394,0.0008054483,0.001809777,0.002239898],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0428627,"about_ca_system_score_gemma":0.1718271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944588,"about_ca_topic_score_gemma":0.9969445,"domain_scores_codex":[0.9986412,0.00007399022,0.00006756917,0.00006246779,0.0009049501,0.0002497254],"domain_scores_gemma":[0.9955688,0.00004532367,0.0001149164,0.00002724055,0.003526073,0.0007177209],"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":[0.0001691494,0.00005263193,0.02876531,0.0006958898,0.0001029444,0.00009674016,0.0001127408,0.0003955013,0.0002260344,0.001181083,0.9329302,0.03527181],"study_design_scores_gemma":[0.0001289394,0.00007305516,0.3385826,0.001286774,0.0002374328,0.0001711052,0.001012165,0.001019101,0.0004752822,0.0004340294,0.6565145,0.0000650551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02308583,0.05948325,0.001401452,0.04287875,0.007749661,0.0008277057,0.7399276,0.0006593757,0.1239863],"genre_scores_gemma":[0.2120544,0.07889063,0.01205988,0.01647446,0.001609293,0.0009078659,0.5510017,0.0002933082,0.1267085],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9571373,"threshold_uncertainty_score":0.3109921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780186021714432,"score_gpt":0.359255713964333,"score_spread":0.3114538537471886,"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."}}