{"id":"W2100130162","doi":"10.1155/2012/879141","title":"The Use of Antiviral Drugs for Influenza: Guidance for Practitioners 2012/2013","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia; Hospital for Sick Children; University of Toronto; SickKids Foundation; Kingston General Hospital; University of Manitoba","funders":"Association of Medical Microbiology and Infectious Disease Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Oseltamivir; Seasonal influenza; Medicine; Outbreak; Influenza season; Virology; Antiviral treatment; Pandemic; Influenza vaccine; Coronavirus disease 2019 (COVID-19); Vaccination; Virus; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005421157,0.0001100689,0.0003323421,0.0001456776,0.0002751731,0.00001749491,0.00007822355,0.0001173661,0.00003282461],"category_scores_gemma":[0.005486772,0.00006884037,0.000171008,0.00007586381,0.0007890525,0.0001885868,0.00001819958,0.0001857737,0.000001504969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091494,"about_ca_system_score_gemma":0.001348173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009657905,"about_ca_topic_score_gemma":0.001787066,"domain_scores_codex":[0.9988489,0.00007821414,0.000408215,0.00008672324,0.00008378749,0.0004941614],"domain_scores_gemma":[0.9971189,0.001106188,0.0002498665,0.0001009643,0.0005765508,0.0008474848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001986825,0.0003102839,0.4260639,0.0007134909,0.001707872,0.0000298544,0.0009589241,0.000007095844,0.004075648,0.003485466,0.4946412,0.06601939],"study_design_scores_gemma":[0.002405394,0.0007371301,0.01882682,0.0001634544,0.0001911179,0.0002315645,0.0001524028,0.00001020532,0.0001276726,0.0001141659,0.9769539,0.0000861633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387084,0.04968196,0.0009127021,0.007325923,0.001397049,0.001124314,0.0007254138,0.00001000595,0.0001142816],"genre_scores_gemma":[0.9927118,0.00210424,0.0003090096,0.003907639,0.0007573916,0.00004883797,0.00001570356,0.00002012288,0.0001251966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4823127,"threshold_uncertainty_score":0.6568574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229855146492507,"score_gpt":0.3398282463715319,"score_spread":0.2975296949066068,"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."}}