{"id":"W3090148051","doi":"10.22541/au.158713527.71077241","title":"Continuing The Clincal Services in Otolaryngology , Head & Neck Department in The time Of COVID 19 Pandemic","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; myalgia; Sore throat; Hydroxychloroquine; Azithromycin; Pandemic; Outbreak; Public health; Pediatrics; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Virology; Infectious disease (medical specialty); Immunology; Pathology","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":[0.001592791,0.0003536821,0.0009596437,0.000226484,0.0000524204,0.00002830464,0.0007852149,0.0004686366,0.0001654168],"category_scores_gemma":[0.001032747,0.0002199088,0.0001686313,0.0005227795,0.0001924979,0.00003474411,0.0002941877,0.001242571,0.0003277083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340268,"about_ca_system_score_gemma":0.0004079277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00681847,"about_ca_topic_score_gemma":0.02085951,"domain_scores_codex":[0.9969305,0.0007926163,0.0008322349,0.0005651741,0.000463684,0.0004158357],"domain_scores_gemma":[0.9961303,0.002271526,0.0003801025,0.001026166,0.00004088532,0.0001510454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002654472,0.0002715735,0.0251054,0.0008401539,0.00006533816,0.0003138988,0.002215312,0.00001944765,0.00003998288,0.000006708622,0.9706241,0.0002326305],"study_design_scores_gemma":[0.001449499,0.0001927301,0.02847159,0.0007004751,0.0002604331,0.0001264324,0.0001112545,0.00009669946,0.000004638896,0.00006572387,0.968345,0.0001754673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1817895,0.001272628,0.000004281949,0.05896442,0.000263406,0.002350912,0.7552687,0.0000664223,0.00001969482],"genre_scores_gemma":[0.01408137,0.0006100741,0.00005739437,0.07112516,0.0002839954,0.0002380791,0.9135375,0.00003536023,0.00003106195],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1677082,"threshold_uncertainty_score":0.9997952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05134995491138509,"score_gpt":0.3680471144910031,"score_spread":0.316697159579618,"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."}}