{"id":"W2043925105","doi":"10.1371/journal.pone.0092153","title":"Low 2012–13 Influenza Vaccine Effectiveness Associated with Mutation in the Egg-Adapted H3N2 Vaccine Strain Not Antigenic Drift in Circulating Viruses","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":422,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Provincial Laboratory of Public Health; University of Calgary; University of Manitoba; Institut National de Santé Publique du Québec; Hospital for Sick Children; Université de Montréal; Manitoba Health; Université Laval; Public Health Ontario; BC Centre for Disease Control; University of British Columbia","funders":"Institute of Infection and Immunity; Canadian Institutes of Health Research; Sanofi Pasteur; British Columbia Centre for Disease Control; Sanofi; GlaxoSmithKline; Pfizer","keywords":"Virology; Antigenic drift; Biology; Context (archaeology); Influenza vaccine; Antigen; Strain (injury); Virus; Genotype; Influenza A virus; Microbiology; Gene; Genetics","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":[0.0009392559,0.0002570493,0.0002255423,0.0003580301,0.0003057483,0.0004903967,0.0003338623,0.0003280759,0.001981888],"category_scores_gemma":[0.001848891,0.0001428728,0.0001780805,0.0003174746,0.0004976044,0.0002013329,0.000273597,0.0004342818,0.0001838754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000711003,"about_ca_system_score_gemma":0.0005335085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108036,"about_ca_topic_score_gemma":0.009778307,"domain_scores_codex":[0.9994086,0.0000987488,0.00005708077,0.0001838361,0.0001505327,0.0001011343],"domain_scores_gemma":[0.9987205,0.0002369687,0.0005104846,0.00009849089,0.0002824115,0.000151178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005030594,0.0000588583,0.9825415,0.00005128222,0.00006584184,0.000288923,0.0001107171,0.00007774075,0.01307589,0.00004984446,0.00009784233,0.003078587],"study_design_scores_gemma":[0.0000044599,0.0002884929,0.9961259,0.000005338437,0.00003102875,0.00129931,0.00009394378,0.0001965042,0.00176987,0.00002904287,0.0001537691,0.000002446017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988166,0.0001698595,0.0002350459,0.00002299557,0.000003206709,0.000009329728,0.00009675405,0.000005150081,0.0006410755],"genre_scores_gemma":[0.9997618,0.00001667155,0.00009019449,0.00001069023,0.000001614578,0.000001410937,0.00005766603,0.000001403639,0.00005853053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108036,"threshold_uncertainty_score":0.02203172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09505752428065914,"score_gpt":0.3350895602222164,"score_spread":0.2400320359415573,"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."}}