{"id":"W3107794479","doi":"10.1016/j.jcv.2020.104709","title":"Self-reported influenza and influenza-like symptoms in U.S. adults age 18–64 between September 1, 2019 and April 15, 2020","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department of Family and Community Medicine, University of Toronto; Huck Institutes of the Life Sciences; Social Science Research Institute, Pennsylvania State University; Pennsylvania State University; University of Pennsylvania","keywords":"Medicine; Seasonal influenza; Coronavirus disease 2019 (COVID-19); Virology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002420785,0.0003271445,0.002030964,0.0002241034,0.000071619,0.00002995508,0.0002190937,0.0005708506,0.0001362565],"category_scores_gemma":[0.005703053,0.0002533421,0.0002698393,0.0003383872,0.000647945,0.0002427291,0.0004217277,0.002260105,0.00006669378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004559274,"about_ca_system_score_gemma":0.0003130536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002379571,"about_ca_topic_score_gemma":0.00002451746,"domain_scores_codex":[0.9945256,0.0005634483,0.003197179,0.0005113741,0.0006281206,0.0005742675],"domain_scores_gemma":[0.9953546,0.001947653,0.001098716,0.0002842793,0.0003796132,0.000935176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00497659,0.0001992906,0.9762028,0.0002348559,0.001285104,0.002033249,0.0006153851,0.000007449743,0.0001501785,0.000009114809,0.009441283,0.0048447],"study_design_scores_gemma":[0.01296126,0.003525709,0.8217021,0.0001590382,0.0003923204,0.0002273525,0.00005818745,0.0001216161,0.00001608489,0.0001130373,0.1605357,0.0001876044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903995,0.004606743,0.00001042123,0.003384925,0.0001963394,0.0004359037,0.00001380853,0.00003450384,0.0009178183],"genre_scores_gemma":[0.9538637,0.003168476,0.001309368,0.0396813,0.001839282,0.000008842258,0.000004256139,0.00005881182,0.00006590637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1545007,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500221662894192,"score_gpt":0.4574985014361685,"score_spread":0.3074763351467493,"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."}}