{"id":"W3027365252","doi":"10.1101/2020.05.20.20106633","title":"Clinical and Radiological Evaluations of COVID-19 Patients with Anosmia: Preliminary Report.","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anosmia; Medicine; Hyposmia; Radiological weapon; Coronavirus disease 2019 (COVID-19); Olfactory system; Abnormality; Etiology; Radiology; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000274395,0.0003784024,0.0003785477,0.0006155951,0.0004264084,0.0004046927,0.0001952496,0.0003740603,0.001906982],"category_scores_gemma":[0.001499102,0.0001612771,0.0001894157,0.0003300372,0.0003175872,0.0004098332,0.0004650499,0.0002142429,0.0002522562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995595,"about_ca_system_score_gemma":0.0002168306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303099,"about_ca_topic_score_gemma":0.001109798,"domain_scores_codex":[0.9997841,0.00003336844,0.00004174505,0.00004594085,0.00005003533,0.00004493941],"domain_scores_gemma":[0.9993402,0.00009515347,0.0002642532,0.00002639876,0.00006640287,0.0002075796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003633402,0.00009256991,0.9868924,0.00004524613,0.00002087222,0.006678628,0.0002441788,0.00001987945,0.002451963,0.00002108562,0.0001473993,0.003022374],"study_design_scores_gemma":[0.00002412964,0.0006028532,0.9706052,0.00001759666,0.00001782272,0.02753137,0.0005344956,0.00005768963,0.0002553054,0.00002993635,0.0003158734,0.000007767583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993067,0.0002033244,0.00003526606,0.00001585273,0.000003756486,0.00001463436,0.00009972082,0.000001728271,0.0003189788],"genre_scores_gemma":[0.9994231,0.0001143847,0.0001004238,0.00002067629,0.00001136083,0.00001163344,0.0001989306,7.606356e-7,0.0001186457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001906982,"threshold_uncertainty_score":0.006379545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3292368768089509,"score_gpt":0.391334502069088,"score_spread":0.06209762526013707,"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."}}