{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001034245,0.0002522816,0.000493489,0.00003486857,0.0003846255,0.00005176372,0.0004683683,0.00005671019,0.0003378878],"category_scores_gemma":[0.008795288,0.0002099828,0.0001134093,0.0007772052,0.0001871063,0.0001202177,0.0004623834,0.0005742788,0.00000311255],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449901,"about_ca_system_score_gemma":0.08612356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889498,"about_ca_topic_score_gemma":0.9993605,"domain_scores_codex":[0.9951957,0.0003416924,0.0008988565,0.0004320134,0.002516805,0.0006149169],"domain_scores_gemma":[0.9949419,0.0003887696,0.0002319372,0.00196025,0.00192465,0.0005524939],"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":[0.0001401368,0.0001505674,0.296842,0.00007934068,0.0002253851,0.2487474,0.00006928639,0.0001118812,0.0000040592,0.0003979147,0.4527666,0.0004653357],"study_design_scores_gemma":[0.0006522281,0.00000904306,0.3311926,0.00008991286,0.00005083553,0.003383096,0.002005873,0.00005002803,0.000009317852,0.0001108916,0.6622829,0.0001633264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6627311,0.05733735,0.00000647781,0.06340414,0.0008693849,0.001838901,0.003129812,0.0000669186,0.2106159],"genre_scores_gemma":[0.977098,0.000145963,0.00006799791,0.01965318,0.0001477553,0.0001393839,0.0005383301,0.00002091344,0.002188417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.314367,"threshold_uncertainty_score":0.999554,"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."}}