{"id":"W4307325077","doi":"10.14745/ccdr.v48i10a07","title":"National Influenza Annual Report, Canada, 2021–2022: A brief, late influenza epidemic","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"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":"Virology; Geography; 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":[0.001896358,0.001766546,0.0007067874,0.002568479,0.002607517,0.002429205,0.001763244,0.001809795,0.008071522],"category_scores_gemma":[0.003306238,0.0005313562,0.0007533018,0.003196116,0.0004366096,0.0008891734,0.001220963,0.002626169,0.004375293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02779729,"about_ca_system_score_gemma":0.1435919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775713,"about_ca_topic_score_gemma":0.9866899,"domain_scores_codex":[0.9981655,0.00004197496,0.0001088006,0.00007710209,0.001312998,0.0002937153],"domain_scores_gemma":[0.9916951,0.00007763907,0.0002140397,0.00005547472,0.006544363,0.001413289],"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":[0.00007854841,0.00003386667,0.005398067,0.0006943988,0.00003118168,0.000105049,0.00006839807,0.00014806,0.0002864664,0.0001741254,0.973751,0.0192308],"study_design_scores_gemma":[0.00008813319,0.00006006631,0.1659663,0.001060917,0.00008393967,0.0001597119,0.0004431773,0.0003836518,0.0003017648,0.0001382644,0.8312379,0.00007618561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01381206,0.04382605,0.001227055,0.05641087,0.02507431,0.002205148,0.7801279,0.001675753,0.07564092],"genre_scores_gemma":[0.05788709,0.05548681,0.006133847,0.02084161,0.004870994,0.001804074,0.7028897,0.0003925814,0.1496933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02779729,"threshold_uncertainty_score":0.2016844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05498241126128405,"score_gpt":0.3529453507635312,"score_spread":0.2979629395022471,"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."}}