{"id":"W4296810441","doi":"10.2807/1560-7917.es.2022.27.38.2200720","title":"Influenza vaccine effectiveness against A(H3N2) during the delayed 2021/22 epidemic in Canada","year":2022,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université Laval; Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; BC Centre for Disease Control; Public Health Ontario; University of British Columbia; Alberta Hospital Edmonton; University of Toronto","funders":"British Columbia Centre for Disease Control","keywords":"Pandemic; Virology; Clade; Strain (injury); Coronavirus disease 2019 (COVID-19); Influenza vaccine; Virus; Influenza season; Human mortality from H5N1; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Biology; Outbreak; Internal medicine; Infectious disease (medical specialty); Phylogenetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001557348,0.0004214719,0.0005388462,0.0004356289,0.0009821736,0.0008794139,0.0007643201,0.0004329966,0.001191779],"category_scores_gemma":[0.003830385,0.0001926655,0.000565447,0.0008980086,0.0004262743,0.0002879205,0.0003300137,0.0007949406,0.0001198699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03003212,"about_ca_system_score_gemma":0.04496183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864695,"about_ca_topic_score_gemma":0.9911495,"domain_scores_codex":[0.998875,0.0001777677,0.00005444483,0.0001535049,0.00045133,0.000288062],"domain_scores_gemma":[0.9983494,0.0001680396,0.0001879869,0.00003508067,0.0007326204,0.0005268153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02037576,0.001231139,0.657655,0.002259333,0.00231951,0.0004322714,0.001433388,0.009913233,0.01404669,0.001807485,0.02647538,0.2620508],"study_design_scores_gemma":[0.0006347073,0.003736923,0.9766256,0.0003652278,0.001089,0.0002067263,0.0006635345,0.002241669,0.003854117,0.0001308927,0.01039373,0.00005796531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502871,0.0316661,0.000277006,0.002638865,0.0001362667,0.0001561615,0.0050128,0.00004347222,0.009782219],"genre_scores_gemma":[0.9932944,0.003998182,0.0002360907,0.0003478887,0.00002110308,0.00002436578,0.0009834978,0.000006325355,0.001088091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003212,"threshold_uncertainty_score":0.2178993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601712270574749,"score_gpt":0.3078235482006433,"score_spread":0.2818064254948958,"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."}}