{"id":"W2587421689","doi":"10.1093/infdis/jix074","title":"Serial Vaccination and the Antigenic Distance Hypothesis: Effects on Influenza Vaccine Effectiveness During A(H3N2) Epidemics in Canada, 2010–2011 to 2014–2015","year":2017,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health; University of Toronto; University of Calgary; Université de Montréal; University of Alberta; Université Laval; Centre hospitalier universitaire de Québec; Public Health Ontario; BC Centre for Disease Control; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Vaccination; Virology; Influenza vaccine; Immunology; Medicine; Antigen; Biology; Environmental health","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":[0.003480114,0.0004428014,0.0004859276,0.0004531706,0.0006443282,0.0007367093,0.001128861,0.000421727,0.001032442],"category_scores_gemma":[0.01039931,0.0001786918,0.001059179,0.0007043244,0.0008073097,0.0003437608,0.0006825777,0.0007516852,0.00006899763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009109672,"about_ca_system_score_gemma":0.01320396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9337652,"about_ca_topic_score_gemma":0.9074695,"domain_scores_codex":[0.9982691,0.0003997069,0.0000925095,0.0004182892,0.0004627646,0.0003576633],"domain_scores_gemma":[0.9934734,0.002486237,0.00147789,0.0003791011,0.001071797,0.001111527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00125469,0.00009483116,0.9896003,0.00005181256,0.000501257,0.0000301231,0.0002103558,0.00193317,0.0003829554,0.0001292169,0.0002643059,0.005547052],"study_design_scores_gemma":[0.00001501439,0.0001962101,0.9971423,0.00001140341,0.0001304949,0.00001433767,0.00008860176,0.002058693,0.0001364958,0.00003353201,0.0001689257,0.000004109233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970054,0.0006496846,0.0003159442,0.0002091696,0.0000102044,0.0000229276,0.0009082039,0.00001179725,0.0008666276],"genre_scores_gemma":[0.9990479,0.0001109534,0.0001863514,0.00003507556,0.00000458765,0.000007510443,0.0003589852,0.0000031627,0.0002453724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06623477,"threshold_uncertainty_score":0.1332496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340862282239164,"score_gpt":0.3192638570827516,"score_spread":0.2958552342603599,"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."}}