{"id":"W2029687992","doi":"10.1055/s-0031-1283281","title":"Influenza Drug Resistance","year":2011,"lang":"en","type":"review","venue":"Seminars in Respiratory and Critical Care Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Oseltamivir; Pandemic; Neuraminidase; Drug resistance; Neuraminidase inhibitor; Amantadine; Virology; Intensive care medicine; Outbreak; Zanamivir; Rimantadine; Virus; Vaccination; Influenza A virus; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Microbiology; Disease; Biology; Internal medicine","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":[0.001156901,0.000717996,0.003139919,0.0007155546,0.0001800208,0.00001647183,0.0002946412,0.0005147135,0.0002790546],"category_scores_gemma":[0.006294996,0.0005098305,0.0002447647,0.0006983168,0.002363057,0.00009328646,0.0002929683,0.001837108,0.0000558246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369707,"about_ca_system_score_gemma":0.0004884977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001824117,"about_ca_topic_score_gemma":0.00004594581,"domain_scores_codex":[0.9957855,0.0004841858,0.001248982,0.0009283248,0.0007146086,0.000838384],"domain_scores_gemma":[0.9966898,0.001379999,0.0001253445,0.0008172164,0.00043362,0.0005540382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002014097,0.0000747646,0.000279011,0.1445268,0.0000919802,0.001887455,0.002288391,4.382292e-9,0.000001102006,0.004384703,0.01046024,0.8358041],"study_design_scores_gemma":[0.0008534985,0.0003910592,0.00003723933,0.103029,0.0007796385,0.0000387602,0.001337044,4.452783e-8,0.000002576287,0.0001914782,0.8929657,0.000373874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004079477,0.9722101,0.000001415857,0.0001630925,0.000240688,0.001042437,0.00003675464,0.00006743668,0.02619725],"genre_scores_gemma":[0.00003602339,0.9955553,0.0001325132,0.002455434,0.0005556742,0.0003170648,0.00001703907,0.00008981233,0.0008411867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8825055,"threshold_uncertainty_score":0.9997354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1708232330400976,"score_gpt":0.4680188030366852,"score_spread":0.2971955699965876,"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."}}