{"id":"W2081439866","doi":"10.1002/jmv.10143","title":"Divergent evolution of hemagglutinin and neuraminidase genes in recent influenza A:H3N2 viruses isolated in Canada","year":2002,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Neuraminidase; Hemagglutinin (influenza); Biology; Antigenic drift; Gene; Virology; Strain (injury); H5N1 genetic structure; Antigenic variation; Amino acid; Asparagine; Genetics; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144709,0.0002731825,0.0002566942,0.0009866721,0.001667512,0.001052182,0.0004784368,0.0003383492,0.0006343034],"category_scores_gemma":[0.000717204,0.000205028,0.0003074299,0.001563532,0.0005368277,0.0001796389,0.0003768471,0.0003476614,0.0001494935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393335,"about_ca_system_score_gemma":0.008394807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9525369,"about_ca_topic_score_gemma":0.9660625,"domain_scores_codex":[0.9996635,0.00001824137,0.00001608359,0.00008207094,0.0001184245,0.0001016505],"domain_scores_gemma":[0.999312,0.0000477588,0.00008679233,0.0000195093,0.0003942454,0.0001396247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007832489,0.00008695058,0.8578742,0.0001595269,0.0002055113,0.001435053,0.005080422,0.001292776,0.1043015,0.0004227844,0.0006493826,0.02770859],"study_design_scores_gemma":[0.00001010747,0.00005534501,0.9942523,0.00002090469,0.00002220423,0.000373517,0.001030555,0.0004720204,0.001825934,0.0000186259,0.001901296,0.00001725281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982924,0.0004351031,0.0000874153,0.00003853302,0.000004256462,0.000007377104,0.000291738,0.000002834401,0.000840252],"genre_scores_gemma":[0.9978896,0.0004087727,0.0002355513,0.0000440322,0.000002328281,0.000005523978,0.0005881986,0.000004317537,0.0008216892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04746306,"threshold_uncertainty_score":0.101094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08840694342606026,"score_gpt":0.3541802767858586,"score_spread":0.2657733333597983,"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."}}