{"id":"W3176080897","doi":"10.26420/austinjradiol.2021.1134","title":"Tympanic Membrane Perforation and COVID-19","year":2021,"lang":"en","type":"article","venue":"Austin Journal of Radiology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Tympanum (architecture); Audiogram; Quadrant (abdomen); Tympanic Membrane Perforation; Perforation; Surgery; Presentation (obstetrics); Tympanosclerosis; Ear canal; Temporal bone; Coronavirus disease 2019 (COVID-19); Case presentation; Tympanoplasty; Middle ear; Audiology; Hearing loss; Radiology; Disease; Infectious disease (medical specialty); Tympan; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000458137,0.001592307,0.0008963195,0.001451747,0.001922733,0.001306364,0.000865788,0.004080812,0.00420328],"category_scores_gemma":[0.0038677,0.0006735586,0.001041678,0.001164075,0.001898129,0.002485928,0.002230681,0.003530841,0.001048772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030034,"about_ca_system_score_gemma":0.0009578358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036567,"about_ca_topic_score_gemma":0.000931853,"domain_scores_codex":[0.9991471,0.00009570063,0.00009622971,0.0001437479,0.000170655,0.0003465081],"domain_scores_gemma":[0.9981336,0.0004111525,0.0007326849,0.0001858885,0.00009981476,0.0004368632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001010076,0.00002951929,0.01405921,0.00006338075,0.000009659263,0.9827152,0.0001174667,0.0000413638,0.0009356015,0.0002352079,0.0002637082,0.001428738],"study_design_scores_gemma":[0.0000131642,0.00006038184,0.005673285,0.00002077382,0.000008002999,0.9929948,0.0001402303,0.00009864875,0.0002739208,0.0001942577,0.000516609,0.000005895618],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542331,0.01750497,0.003103095,0.003479237,0.0009607431,0.0001977247,0.0002318385,0.0003158598,0.01997345],"genre_scores_gemma":[0.9959478,0.001717923,0.0004461231,0.0004723479,0.0004380034,0.00002032286,0.00006766474,0.000009461198,0.0008803359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00420328,"threshold_uncertainty_score":0.01406139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204601977218413,"score_gpt":0.306463108325236,"score_spread":0.2744170885530519,"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."}}