{"id":"W2027944150","doi":"10.1111/irv.12219","title":"Genetic characterization of seasonal influenza <scp>A</scp> (<scp>H</scp>3<scp>N</scp>2) viruses in <scp>O</scp>ntario during 2010–2011 influenza season: high prevalence of mutations at antigenic sites","year":2013,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; York University; Public Health Agency of Canada; Mount Sinai Hospital","funders":"","keywords":"Seasonal influenza; Microbiology; Virology; Biology; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001253914,0.001709134,0.00231699,0.001853589,0.0008368635,0.0003189232,0.001180525,0.001008826,0.0003032777],"category_scores_gemma":[0.01104845,0.001639536,0.0005810535,0.001710587,0.00205706,0.001900119,0.001109853,0.001362527,0.0009115122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164662,"about_ca_system_score_gemma":0.0009070484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616646,"about_ca_topic_score_gemma":0.0007089302,"domain_scores_codex":[0.9889637,0.0009101266,0.003265776,0.002000905,0.002445612,0.002413844],"domain_scores_gemma":[0.9880733,0.005200104,0.002119303,0.001931845,0.001595017,0.001080385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009055269,0.0005272651,0.7129794,0.002097977,0.0006622249,0.00006382794,0.007826501,0.0003134672,0.2734117,0.00006363192,0.001790946,0.0001724871],"study_design_scores_gemma":[0.00468988,0.0006971853,0.6976014,0.0009863372,0.0003767969,0.00003291523,0.001422921,0.00007290476,0.1074921,0.000120298,0.18629,0.0002172135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716612,0.02223287,0.00002198463,0.000009231801,0.0003038673,0.00339264,0.001075372,0.0003553799,0.0009474583],"genre_scores_gemma":[0.9429278,0.001220311,0.0009701211,0.04857352,0.001364685,0.00193172,0.00003999381,0.000968232,0.002003654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1844991,"threshold_uncertainty_score":0.9998664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08832857974106824,"score_gpt":0.3378595884820281,"score_spread":0.2495310087409598,"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."}}