{"id":"W3041925883","doi":"10.1101/2020.05.04.20090902","title":"More than smell - COVID-19 is associated with severe impairment of smell, taste, and chemesthesis","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Centre for Global Health Research","funders":"Pennsylvania State University; University of Pennsylvania","keywords":"Anosmia; Taste; Olfaction; Audiology; Coronavirus disease 2019 (COVID-19); Perception; Sensory system; Taste disorder; Dysgeusia; Psychology; Stimulus modality; Modalities; Nose; Medicine; Disease; Internal medicine; Surgery; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005239524,0.0002576674,0.0003729176,0.0006769536,0.0002975536,0.000489268,0.0002000266,0.0002523748,0.002991867],"category_scores_gemma":[0.001655842,0.0001526834,0.0004215301,0.0006189941,0.0003500224,0.0003031199,0.0006681523,0.0004436458,0.0002468915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945429,"about_ca_system_score_gemma":0.0001954744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587795,"about_ca_topic_score_gemma":0.00236087,"domain_scores_codex":[0.9995098,0.00009243671,0.000064621,0.0001081153,0.0001257487,0.0000993982],"domain_scores_gemma":[0.9981151,0.0002286652,0.001059218,0.000106393,0.0001846902,0.000306036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009145986,0.0001320305,0.9774579,0.0001008217,0.0001000716,0.001649646,0.0001571317,0.00006877051,0.009019149,0.00004070622,0.0001825731,0.01017655],"study_design_scores_gemma":[0.000003330375,0.000246549,0.9967962,0.000007260554,0.00001265212,0.002027543,0.00009220895,0.00005115728,0.0005491413,0.00001343081,0.0001963578,0.000004241239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984306,0.000274261,0.0001376627,0.00002171215,0.0000063336,0.00001319172,0.000271014,0.000007259542,0.0008378759],"genre_scores_gemma":[0.9993857,0.00007051459,0.0001001951,0.00001230212,0.00000250688,0.000003770106,0.0002086674,0.000002205068,0.0002141269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991867,"threshold_uncertainty_score":0.01000875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381346557150043,"score_gpt":0.2902654829774572,"score_spread":0.1521308272624529,"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."}}