{"id":"W2761313540","doi":"10.1093/infdis/jix526","title":"Beyond Antigenic Match: Possible Agent-Host and Immuno-epidemiological Influences on Influenza Vaccine Effectiveness During the 2015–2016 Season in Canada","year":2017,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health; University of Toronto; University of Calgary; University of Alberta; Université Laval; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Public Health Ontario; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Host (biology); Virology; Epidemiology; Antigen; Influenza vaccine; Immunology; Biology; Vaccination; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001658881,0.0002772461,0.0006888105,0.0001480554,0.001097684,0.00009504127,0.0004666669,0.00005958628,0.00003818821],"category_scores_gemma":[0.004715797,0.0001283008,0.0001316181,0.0001706302,0.0003211374,0.0002835605,0.0002812988,0.0006745424,0.000008234232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006196753,"about_ca_system_score_gemma":0.001008213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1561086,"about_ca_topic_score_gemma":0.06326555,"domain_scores_codex":[0.9974736,0.0007227855,0.0005675276,0.0001832201,0.0005678307,0.0004850352],"domain_scores_gemma":[0.9963382,0.001878162,0.0006200125,0.0005730143,0.0003646089,0.0002259452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00279269,0.000116719,0.9924785,0.0001626019,0.0003560519,0.0001670003,0.0001483269,0.000455327,0.002234157,0.00001864101,0.0004115707,0.0006583433],"study_design_scores_gemma":[0.003216558,0.0005591728,0.9934318,0.0006794667,0.0001760724,0.0002307696,0.0002784469,0.00002043137,0.0007812576,0.0003170093,0.0001707423,0.0001382884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854997,0.01241801,0.000001292921,0.001042304,0.0002316215,0.0004985115,0.00002462149,0.00001303369,0.0002709164],"genre_scores_gemma":[0.9944596,0.004479902,0.000002296432,0.0007874793,0.0002073823,0.00001743373,4.800596e-7,0.00001846477,0.00002699646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09284309,"threshold_uncertainty_score":0.9538274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139440455275675,"score_gpt":0.3518193391821357,"score_spread":0.3204249346293789,"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."}}