{"id":"W3015345666","doi":"10.4193/rhin20.119","title":"Personal protection and delivery of rhinologic and endoscopic skull base procedures during the COVID-19 outbreak","year":2020,"lang":"en","type":"article","venue":"Rhinology Journal","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Rhinology; Medicine; Outbreak; Medical emergency; Coronavirus disease 2019 (COVID-19); Pandemic; Health care; Personal protective equipment; Telemedicine; Disease; Surgery; Pathology; Otorhinolaryngology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002804585,0.0001467453,0.000213282,0.000112794,0.0004913275,0.00009684041,0.0002253375,0.0001363622,0.0003767849],"category_scores_gemma":[0.002047732,0.0001018223,0.00006728873,0.0001247169,0.0003916579,0.0001717525,0.0002183752,0.0007455322,0.00002646192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008877178,"about_ca_system_score_gemma":0.0003696159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294251,"about_ca_topic_score_gemma":0.0001258911,"domain_scores_codex":[0.9985558,0.0002667356,0.000271713,0.0002677985,0.0002987497,0.0003392483],"domain_scores_gemma":[0.9990405,0.0001926689,0.0001782614,0.00009752724,0.0000661568,0.000424821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004158197,0.0002586156,0.7402664,0.00228261,0.0006163639,0.004229642,0.007094976,0.0000605507,0.2253387,0.001650152,0.006393294,0.007650522],"study_design_scores_gemma":[0.01769971,0.003419855,0.8477832,0.0001695942,0.0002467287,0.07625065,0.01162115,0.001944512,0.01931151,0.01394384,0.00677695,0.0008322775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898641,0.002735923,0.0002876709,0.006596324,0.0001102107,0.0002659004,0.00002157283,0.00003789847,0.00008042386],"genre_scores_gemma":[0.9973957,0.0005259005,0.00005468088,0.001668532,0.0001129377,0.00001576713,0.000001413557,0.000009764339,0.0002153331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060272,"threshold_uncertainty_score":0.4152192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347921441145485,"score_gpt":0.3006305403392011,"score_spread":0.2471513259277462,"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."}}