{"id":"W3092618727","doi":"10.1016/j.vaccine.2020.09.048","title":"The disease burden of influenza beyond respiratory illness","year":2020,"lang":"en","type":"review","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":373,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada); University of Toronto; Health Sciences North","funders":"National Science Fund for Distinguished Young Scholars; National Major Science and Technology Projects of China; Sanofi Pasteur","keywords":"Medicine; Intensive care medicine; Disease; Epidemiology; Disease burden; Pandemic; Burden of disease; Immunology; Respiratory system; Pregnancy; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); 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":[0.0005563417,0.0004978703,0.002267758,0.0002205692,0.0002628048,0.00002848512,0.0005483024,0.0001732623,0.0001067177],"category_scores_gemma":[0.002729109,0.0002716429,0.0006548135,0.0007878194,0.00008475241,0.00005282588,0.0005217807,0.0007936195,0.0002972595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685482,"about_ca_system_score_gemma":0.001204002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364656,"about_ca_topic_score_gemma":0.000002546452,"domain_scores_codex":[0.9969437,0.0002581579,0.001071733,0.0004738039,0.0007634868,0.0004891335],"domain_scores_gemma":[0.9969246,0.0006900948,0.0004414671,0.00113026,0.0003723843,0.0004411843],"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":[0.0003609613,0.00003738615,0.00005960406,0.0287942,0.0009053313,0.0002657702,0.0001350109,7.294677e-7,0.000002384455,0.0002849007,0.01868032,0.9504734],"study_design_scores_gemma":[0.0008333136,0.0001662945,0.00006563778,0.006541346,0.001453852,0.00000890696,0.00004646826,0.000002681718,0.000003195069,0.00003551224,0.9905928,0.0002499671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001739612,0.9959058,0.000001059795,0.0006796156,0.000143455,0.001786376,0.0001217522,0.00006507012,0.001279451],"genre_scores_gemma":[0.000008053796,0.9972369,0.00001595713,0.0008448844,0.0009849917,0.00028327,0.00002395861,0.00009525233,0.0005067477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9719125,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148035640581486,"score_gpt":0.4258975194110865,"score_spread":0.3110939553529378,"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."}}