{"id":"W4402838751","doi":"10.70270/vni59pj","title":"“Could Anything Be Worse than COVID?” A Flu Pandemic, Say Influenza Researchers","year":2021,"lang":"en","type":"article","venue":"Mednet","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Influenza pandemic; Medicine; Pandemic influenza; Outbreak; Infectious disease (medical specialty); Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007056257,0.0009519382,0.0006642966,0.0005915209,0.004231149,0.004851155,0.0008557319,0.008245771,0.02371178],"category_scores_gemma":[0.01809482,0.0004697147,0.001300096,0.0005986516,0.00302152,0.009132172,0.002146534,0.01519902,0.008507364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835926,"about_ca_system_score_gemma":0.004731583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008372817,"about_ca_topic_score_gemma":0.01509579,"domain_scores_codex":[0.9973787,0.001188127,0.000129358,0.0003174848,0.0005458056,0.0004404952],"domain_scores_gemma":[0.9926082,0.00200576,0.0004168528,0.0003419037,0.002065342,0.002561925],"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":[0.00009011792,0.00006813403,0.001272158,0.0001150782,0.00002290444,0.0001040666,0.0007742929,0.00001355282,0.0002135815,0.002643572,0.97797,0.0167126],"study_design_scores_gemma":[0.00005556895,0.0001904921,0.00157744,0.0004810861,0.00004453715,0.000411679,0.004622996,0.00003158073,0.0003357782,0.003893445,0.9883187,0.00003658554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001392204,0.009814253,0.0002487826,0.9541757,0.02655484,0.0000250793,0.0002246436,0.00005498475,0.00750955],"genre_scores_gemma":[0.009159671,0.009700662,0.0007924215,0.934664,0.01021329,0.00007015506,0.0001935282,0.00006426209,0.03514207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02371178,"threshold_uncertainty_score":0.07932377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3035555068844226,"score_gpt":0.4673504800959118,"score_spread":0.1637949732114892,"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."}}