{"id":"W2147585526","doi":"10.1128/cvi.00544-13","title":"Genetic and Antigenic Typing of Seasonal Influenza Virus Breakthrough Cases from a 2008-2009 Vaccine Efficacy Trial","year":2013,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Virology; Hemagglutinin (influenza); Biology; Virus; Hemagglutination assay; Antigenic drift; Subtyping; Antigenicity; H5N1 genetic structure; Influenza vaccine; Titer; Antigenic shift; Orthomyxoviridae; Influenza A virus; Microbiology; Antigen; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001379631,0.0002092762,0.0005000301,0.0003366797,0.0003643899,0.0003042429,0.0002680184,0.0004692329,0.0009049351],"category_scores_gemma":[0.003008574,0.0002193147,0.0003122572,0.0002673778,0.0001401399,0.0002724896,0.0002022779,0.000490602,0.0002671204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741995,"about_ca_system_score_gemma":0.0003221983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471401,"about_ca_topic_score_gemma":0.00294481,"domain_scores_codex":[0.9991999,0.0002678622,0.00006519525,0.0001433018,0.0002006136,0.0001232151],"domain_scores_gemma":[0.9987667,0.0003831487,0.0002948759,0.0001000334,0.0001997564,0.0002555014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01555063,0.001062476,0.9480209,0.00007684477,0.0003142428,0.0009439533,0.0004033238,0.000504117,0.01382218,0.00008752587,0.00154643,0.01766725],"study_design_scores_gemma":[0.001217283,0.007428349,0.9850815,0.00001756033,0.0001158484,0.001523993,0.0001974493,0.001716979,0.001447969,0.00007825813,0.001158054,0.00001672081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987871,0.0001463549,0.00009897165,0.00003319663,0.000008133701,0.00007643445,0.000355447,0.000003159304,0.0004911279],"genre_scores_gemma":[0.9986754,0.00005063511,0.0001394254,0.00004972161,0.000008867078,0.00004648676,0.0008089933,0.00000221359,0.0002183122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002471401,"threshold_uncertainty_score":0.007296264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027251544705945,"score_gpt":0.4173940443795151,"score_spread":0.3146688899089206,"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."}}