{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721541,0.000238613,0.0005084107,0.0001284394,0.0005043985,0.00001399181,0.0003494525,0.00002418866,0.0002409595],"category_scores_gemma":[0.001302951,0.0001874322,0.00007665629,0.0009240934,0.00004778598,0.00005193939,0.0005473823,0.000914139,0.00002211013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024703,"about_ca_system_score_gemma":0.0009084131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2812741,"about_ca_topic_score_gemma":0.4265494,"domain_scores_codex":[0.9965521,0.00107517,0.0004630424,0.0004513869,0.0007636913,0.0006945965],"domain_scores_gemma":[0.9980447,0.0009951192,0.0001247351,0.0006057661,0.0001145066,0.0001151496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001506208,0.00004142282,0.9759663,0.0001232484,0.00008897966,0.0005531111,0.0001712624,0.009437512,0.009085206,0.00001433767,0.001670005,0.00134235],"study_design_scores_gemma":[0.002812206,0.0001004303,0.9698945,0.00003822469,0.000005534787,0.00003770753,0.0001698201,0.0006151719,0.0007507087,0.000009370983,0.0253782,0.0001881518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934207,0.003272748,0.000003882741,0.000767937,0.0003146314,0.000816662,0.0001053446,0.00003528797,0.001262791],"genre_scores_gemma":[0.9965296,0.000261699,0.000008889036,0.002451377,0.0001199516,0.0002657689,0.00001119586,0.00004212608,0.0003093451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452753,"threshold_uncertainty_score":0.7643262,"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."}}