{"id":"W4287754393","doi":"10.1093/chemse/bjaa041/5860460","title":"More than smell – COVID-19 is associated with severe impairment of smell, taste, and chemesthesis","year":2020,"lang":"en","type":"preprint","venue":"INRIA a CCSD electronic archive server","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Taste; Olfaction; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Taste disorder; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Audiology; Dermatology; Virology; Psychology; Food science; Biology; Pathology; Disease; Neuroscience; Outbreak; Infectious disease (medical specialty)","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":[0.0002509923,0.0006521816,0.0009441563,0.0001624335,0.0003173622,0.0000561666,0.0004835169,0.0002201242,0.0001910116],"category_scores_gemma":[0.0005576133,0.0005487275,0.0002687444,0.0003219348,0.0004763929,0.0001129384,0.0008248158,0.001186883,0.00001783792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482587,"about_ca_system_score_gemma":0.0009785023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031292,"about_ca_topic_score_gemma":0.0004865227,"domain_scores_codex":[0.9961795,0.0005051602,0.0005246078,0.001350883,0.000643838,0.0007959962],"domain_scores_gemma":[0.9976572,0.0006832737,0.0006349526,0.0006081954,0.00007791731,0.0003384604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02457793,0.007763928,0.282446,0.01369481,0.0164759,0.002141814,0.2289142,0.01550487,0.2928681,0.04509726,0.06738207,0.003133094],"study_design_scores_gemma":[0.03150854,0.01940629,0.4269207,0.002876171,0.004847355,0.001044929,0.01042158,0.01198474,0.2176151,0.113733,0.1466898,0.0129517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941622,0.0002898167,0.0002218154,0.002593921,0.0001211965,0.001000541,0.0006236018,0.0001821581,0.0008047583],"genre_scores_gemma":[0.9947778,0.0004697537,0.00003661858,0.003724389,0.0000678416,0.00007872085,0.00006922654,0.00006925948,0.0007063649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2184926,"threshold_uncertainty_score":0.9996964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07160359401000069,"score_gpt":0.2733675783099045,"score_spread":0.2017639842999038,"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."}}