{"id":"W94004259","doi":"10.1177/135965350701200s04.1","title":"Influenza Virus Susceptibility and Resistance to Oseltamivir","year":2007,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Manitoba","funders":"","keywords":"Oseltamivir; Neuraminidase; Neuraminidase inhibitor; Virology; Biology; Zanamivir; Virus; Infectivity; Influenza A virus; Resistance mutation; Microbiology; Drug resistance; Medicine; Genetics; Reverse transcriptase; Internal medicine; Gene; Polymerase chain reaction; 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":[],"consensus_categories":[],"category_scores_codex":[0.001116937,0.0002003495,0.0003368667,0.0001578361,0.0001763229,0.00002971202,0.0001037061,0.00008225741,0.00004390283],"category_scores_gemma":[0.0002658759,0.0001590279,0.00007082138,0.0003349953,0.0002448191,0.0001320469,0.0000802944,0.0002406143,0.0001258656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007323897,"about_ca_system_score_gemma":0.00004732439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001140121,"about_ca_topic_score_gemma":0.0004545795,"domain_scores_codex":[0.9982827,0.00005675305,0.0002926055,0.0004010022,0.0004107259,0.0005561922],"domain_scores_gemma":[0.9990157,0.0001743618,0.00004329284,0.0004141742,0.0001752156,0.0001772536],"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":[0.007118519,0.0002841701,0.3929687,0.00007742719,0.0001634423,0.0001065276,0.001895177,1.716049e-7,0.5044397,0.001732086,0.003622812,0.08759123],"study_design_scores_gemma":[0.001859643,0.000532623,0.6912194,0.00005475716,0.000007524154,0.000002443572,0.0001233568,9.449873e-7,0.09983873,0.0006694043,0.2054892,0.0002019682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856176,0.003376666,0.0001594482,0.0005258385,0.00005671456,0.0006796335,0.0000119968,0.00009848682,0.009473576],"genre_scores_gemma":[0.989838,0.001144039,0.001971364,0.005534817,0.0001714896,0.00001480627,0.000001703297,0.00002769163,0.001296095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4046009,"threshold_uncertainty_score":0.648497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08393527582554833,"score_gpt":0.4072756966614836,"score_spread":0.3233404208359353,"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."}}