{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167162,0.0002417814,0.0006583724,0.0001925001,0.0006736513,0.00006710288,0.0003434442,0.00004619412,0.00001758987],"category_scores_gemma":[0.006669963,0.0001299599,0.0001123233,0.0001036228,0.00008704631,0.0002417045,0.0001635819,0.0004414902,0.00001168232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007930817,"about_ca_system_score_gemma":0.0005619632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09658245,"about_ca_topic_score_gemma":0.1379819,"domain_scores_codex":[0.9977247,0.0007234574,0.0004702057,0.0001721589,0.0005355941,0.0003738557],"domain_scores_gemma":[0.9956523,0.002681098,0.0005274856,0.0005566852,0.0003500106,0.0002324047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01954064,0.0001208802,0.9697513,0.0004490657,0.0003832251,0.0001077558,0.000330966,0.0009715697,0.001359549,0.00004420014,0.002114962,0.00482589],"study_design_scores_gemma":[0.01011949,0.0003884383,0.9854151,0.0005524501,0.0002540094,0.00007098022,0.0000715159,0.00003544187,0.00240436,0.0004372483,0.0001182857,0.0001326663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924287,0.0042268,0.00002378228,0.001777492,0.0004705944,0.0009631053,0.00001610645,0.00001095492,0.00008241831],"genre_scores_gemma":[0.997233,0.001648009,0.000005684694,0.0006147923,0.0004134746,0.00003619942,2.906809e-7,0.00002618965,0.00002233264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04139949,"threshold_uncertainty_score":0.9094335,"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."}}