{"id":"W2016256501","doi":"10.1111/irv.12113","title":"Neuraminidase inhibitor susceptibility surveillance of influenza viruses circulating worldwide during the 2011 <scp>S</scp>outhern <scp>H</scp>emisphere season","year":2013,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Zanamivir; Oseltamivir; Neuraminidase inhibitor; Neuraminidase; Virology; Virus; Influenza A virus; Microbiology; Biology; Chemistry; Medicine; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001524706,0.0008872618,0.001231147,0.0003165331,0.0007300515,0.0002602274,0.000608772,0.0003898299,0.0002768105],"category_scores_gemma":[0.007785961,0.0006477031,0.0003664111,0.0006749599,0.00146518,0.0006309705,0.0005589587,0.001030565,0.0005070906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931751,"about_ca_system_score_gemma":0.0002701685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791736,"about_ca_topic_score_gemma":0.0006678065,"domain_scores_codex":[0.9937965,0.0007581135,0.001634922,0.001123435,0.001302094,0.001384891],"domain_scores_gemma":[0.9927843,0.003399669,0.0008587511,0.001633006,0.0007527088,0.0005715963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001134224,0.0001901423,0.8894793,0.0007240438,0.0003452491,0.00003445449,0.002861203,0.0000821003,0.1034264,0.00002461237,0.001917314,0.0008017221],"study_design_scores_gemma":[0.00322004,0.0003453239,0.6049779,0.0004069759,0.00009364571,0.00001947385,0.00362372,0.00004129532,0.04118079,0.0000823493,0.3457904,0.0002180465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816755,0.01297444,0.00000521651,0.00001299822,0.000152717,0.001926778,0.0001743339,0.0003033505,0.002774674],"genre_scores_gemma":[0.9449118,0.00002405401,0.0001138943,0.05338734,0.0007036547,0.0003641348,7.605084e-7,0.0002663472,0.0002280132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3438731,"threshold_uncertainty_score":0.9995974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023817507821987,"score_gpt":0.3568930861173008,"score_spread":0.254511335335102,"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."}}