{"id":"W3117624429","doi":"10.1093/chemse/bjaa081","title":"Recent Smell Loss Is the Best Predictor of COVID-19 Among Individuals With Recent Respiratory Symptoms","year":2020,"lang":"en","type":"article","venue":"Chemical Senses","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Imperial College London; Rockefeller University; National Institute of Nursing Research; Russian Academy of Sciences; Pennsylvania State University; Israel Science Foundation; National Institute on Deafness and Other Communication Disorders; University of Pennsylvania","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Respiratory system; Olfaction; Medicine; Psychology; Audiology; Virology; Internal medicine; Neuroscience; Outbreak; 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":[0.0001105646,0.0002110064,0.000286718,0.00002527453,0.0001992167,0.00003069574,0.0002561306,0.00009228237,0.000376327],"category_scores_gemma":[0.002425059,0.0001290154,0.00006970313,0.0004330219,0.0009497816,0.00008707893,0.0001399987,0.0002722231,0.00005643888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005404397,"about_ca_system_score_gemma":0.00008636175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002801461,"about_ca_topic_score_gemma":9.63602e-7,"domain_scores_codex":[0.9982095,0.0001622713,0.0003336252,0.0005094743,0.0005119519,0.0002731133],"domain_scores_gemma":[0.9983501,0.0007488992,0.0001941805,0.0002996391,0.00009511079,0.0003121049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006530156,0.0003353417,0.1792319,0.0002009238,0.0001168227,0.00007238235,0.008015268,0.00005185976,0.7794229,0.0001969042,0.02921542,0.00248722],"study_design_scores_gemma":[0.0004325072,0.0001770954,0.001125202,0.00001741327,0.00003721299,0.000005282552,0.0005489149,0.000007947108,0.6505121,0.00002771307,0.3469672,0.0001414006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990899,0.0002785449,0.00001507466,0.007046991,0.0001331784,0.000309721,0.000133586,0.0001014643,0.001082422],"genre_scores_gemma":[0.9798977,0.0005393539,0.00001148331,0.01920605,0.0001857047,0.00001541978,0.000002817022,0.00002015612,0.000121333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177518,"threshold_uncertainty_score":0.5261096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447589808498957,"score_gpt":0.2866812485905653,"score_spread":0.1419222677406696,"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."}}