{"id":"W1942652430","doi":"10.2807/1560-7917.es2015.20.18.21122","title":"Haemagglutinin mutations and glycosylation changes shaped the 2012/13 influenza A(H3N2) epidemic, Houston, Texas","year":2015,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norwegian Institute of Public Health; Health Canada; U.S. Public Health Service; Robert Koch Institut; Terveyden ja hyvinvoinnin laitos; Rhode Island Department of Health; Texas Department of State Health Services; New York State Department of Health; Queensland Health; Louisiana Department of Health; National Institute of Allergy and Infectious Diseases; Universität Wien; Iowa State University; Centers for Disease Control and Prevention; Maryland Department of Health and Mental Hygiene; U.S. Air Force; Utah Department of Health; Minnesota Department of Health; New York City Department of Health and Mental Hygiene; Pennsylvania Department of Health; State of New Jersey Department of Health; U.S. Department of State","keywords":"Subclade; Clade; Antigenic drift; Virology; Neuraminidase; Biology; Pandemic; Phylogenetic tree; Strain (injury); Antigenic shift; Influenza A virus subtype H5N1; Virus; Influenza A virus; Seasonal influenza; Hemagglutinin (influenza); Gene; Genetics; Coronavirus disease 2019 (COVID-19); Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004194205,0.0002442996,0.0001072269,0.0002994775,0.0005850415,0.0004699456,0.0002043143,0.0002370792,0.0007762878],"category_scores_gemma":[0.0003575312,0.000123039,0.000172626,0.0004433201,0.0003999858,0.0002476835,0.0003172041,0.0004099997,0.0001755329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330739,"about_ca_system_score_gemma":0.0008080312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04579418,"about_ca_topic_score_gemma":0.05605958,"domain_scores_codex":[0.9998953,0.00001266872,0.000005223266,0.00002996789,0.00001151694,0.00004516889],"domain_scores_gemma":[0.9998326,0.00001093448,0.00006215766,0.000008206843,0.00004020375,0.0000458676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007634959,0.0001294827,0.9372539,0.00003163933,0.00005387752,0.001079109,0.001093436,0.001823957,0.04574851,0.0003188588,0.002175148,0.009528567],"study_design_scores_gemma":[0.000005785386,0.00007352958,0.9969496,0.000006021428,0.00001152111,0.0001245613,0.0005141411,0.0006003954,0.0007997031,0.00004111213,0.0008673149,0.000006236772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989921,0.00006045934,0.00005721119,0.0001046823,0.000009031885,0.000006288134,0.0002176585,0.000003391001,0.000549076],"genre_scores_gemma":[0.9986945,0.00008867538,0.0001809435,0.0001175248,0.00001263715,0.000005521879,0.0004609573,0.000004463496,0.0004347592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04579418,"threshold_uncertainty_score":0.09105527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611662253103684,"score_gpt":0.3851732350496215,"score_spread":0.2240070097392531,"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."}}