{"id":"W1997653283","doi":"10.3390/v2081766","title":"Antiviral Strategies for Pandemic and Seasonal Influenza","year":2010,"lang":"en","type":"article","venue":"Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Pandemic; Virology; Seasonal influenza; Drug; Public health; Medicine; Antiviral drug; Influenza A virus; Coronavirus disease 2019 (COVID-19); Virus; Intensive care medicine; Biology; Pharmacology; Infectious disease (medical specialty); Disease","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":[0.0002194269,0.0001337769,0.0002203224,0.00008330045,0.0001491247,0.00006236561,0.00006335375,0.00008681218,0.00004757443],"category_scores_gemma":[0.0004305531,0.0001026581,0.00004938956,0.00008028086,0.0003113988,0.0002533132,0.00007015812,0.0002732925,0.00003245288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001189622,"about_ca_system_score_gemma":0.0001627054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005522244,"about_ca_topic_score_gemma":0.00009069606,"domain_scores_codex":[0.9991112,0.0000142165,0.0001469191,0.0002101927,0.0002050454,0.0003123741],"domain_scores_gemma":[0.9993758,0.0002141182,0.00003421717,0.0001662773,0.0001153115,0.00009432783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006741901,0.00006906207,0.5632983,0.0001955239,0.0001375165,0.00001007637,0.000382639,5.473332e-7,0.4081638,0.009647365,0.003238254,0.01418266],"study_design_scores_gemma":[0.004593952,0.0006751338,0.4243176,0.00008841311,0.000115991,0.00004383005,0.0008450449,0.0001975402,0.0249944,0.00429121,0.5394605,0.0003763557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960025,0.0009420697,0.00004292739,0.000125511,0.0001031794,0.0003891429,0.00006267536,0.0001039145,0.002228096],"genre_scores_gemma":[0.9952579,0.0001293525,0.001380926,0.002687454,0.0003088586,0.00007688816,0.000003119427,0.00002170114,0.0001338642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5362223,"threshold_uncertainty_score":0.4186276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363004193556432,"score_gpt":0.4311782214624346,"score_spread":0.2948778021067914,"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."}}