{"id":"W2884424557","doi":"10.1093/infdis/jiy408","title":"Antigenic Drift of Influenza A(H7N9) Virus Hemagglutinin","year":2018,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Hemagglutinin (influenza); Virology; Antigenic drift; H5N1 genetic structure; Virus; Antigen; Influenza A virus; Antigenic shift; Orthomyxoviridae; Biology; Medicine; Immunology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease","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":[0.0004396845,0.0002146197,0.0002079616,0.0004744319,0.0002322387,0.0003057725,0.0002498411,0.0002791867,0.0004697751],"category_scores_gemma":[0.0005001447,0.00007880699,0.0003034811,0.0004910013,0.000150451,0.0003319299,0.0001862723,0.0002439505,0.0001936983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003982647,"about_ca_system_score_gemma":0.0002048064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018147,"about_ca_topic_score_gemma":0.000739709,"domain_scores_codex":[0.9997706,0.00003115636,0.0000273539,0.00005681778,0.00008798818,0.00002605491],"domain_scores_gemma":[0.9997031,0.00004711534,0.0001175725,0.00002243362,0.00008131457,0.00002846804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003045125,0.0000642214,0.1083035,0.0001996544,0.0001611362,0.0004895894,0.0001560347,0.001066877,0.866097,0.0004682376,0.0002729598,0.02241626],"study_design_scores_gemma":[0.00004385614,0.001138318,0.6321871,0.00007682669,0.0004407805,0.007575566,0.0005814476,0.01576624,0.3253908,0.001035755,0.01569305,0.00007025884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965049,0.001379812,0.00116469,0.00003185482,0.00001481867,0.00001635704,0.0002468915,0.00001220772,0.0006284232],"genre_scores_gemma":[0.9972307,0.0006162111,0.001156138,0.00004524066,0.00001421398,0.00001286658,0.0007132587,0.000005181491,0.0002061037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001018147,"threshold_uncertainty_score":0.002889633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04467792693776593,"score_gpt":0.3732477685451782,"score_spread":0.3285698416074123,"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."}}