{"id":"W4210354436","doi":"10.14745/ccdr.v48i01a06","title":"National FluWatch mid-season report, 2021–2022: Sporadic influenza activity returns","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Epidemiology; Seasonal influenza; Virology; Human mortality from H5N1; Medicine; Population; Oseltamivir; Vaccination; Zanamivir; Public health; Demography; Disease; Environmental health; Coronavirus disease 2019 (COVID-19); 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":[0.0008229265,0.0006729041,0.0003745916,0.001916408,0.001027663,0.001430573,0.0009122873,0.0004472458,0.004621426],"category_scores_gemma":[0.001271905,0.000238436,0.0003887876,0.002032965,0.0001655072,0.0003384888,0.0006082434,0.0006834262,0.003424668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006008122,"about_ca_system_score_gemma":0.01294299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.911296,"about_ca_topic_score_gemma":0.9458196,"domain_scores_codex":[0.9993172,0.00001985503,0.00004289647,0.00005613985,0.0003808233,0.0001831532],"domain_scores_gemma":[0.9973019,0.00004234237,0.0001676102,0.00004041093,0.00200543,0.0004422068],"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":[0.000699884,0.0002135213,0.4337116,0.0008456362,0.0001707412,0.0003769823,0.0003770316,0.0004724334,0.002107985,0.0002363574,0.5179262,0.0428616],"study_design_scores_gemma":[0.00004368362,0.00008232435,0.897038,0.00019309,0.00004113995,0.0001413487,0.0003327777,0.0004996919,0.0007305755,0.00002989209,0.1008456,0.00002187342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0967137,0.002489527,0.001003952,0.001157133,0.0005747354,0.0009689278,0.8582253,0.0007408728,0.03812588],"genre_scores_gemma":[0.1698065,0.001964743,0.002033828,0.001475567,0.000231595,0.0005703883,0.7916405,0.0001298071,0.03214716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08870399,"threshold_uncertainty_score":0.1784527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06548791449161469,"score_gpt":0.3575578826196439,"score_spread":0.2920699681280293,"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."}}