{"id":"W3080347983","doi":"10.1097/mao.0000000000002868","title":"American Neurotology Society, American Otological Society, and American Academy of Otolaryngology – Head and Neck Foundation Guide to Enhance Otologic and Neurotologic Care During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Neurotology; Otorhinolaryngology; Otology; Best practice; Professional association; Pandemic; Family medicine; Coronavirus disease 2019 (COVID-19); Disease; Nursing; Surgery; Pathology; Head and neck surgery; Public relations; Management","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002761226,0.0007131849,0.002133545,0.0001783178,0.0006129472,0.00003382291,0.0004921408,0.000355079,0.00006953618],"category_scores_gemma":[0.001455833,0.0005603365,0.0003084917,0.001040378,0.01064948,0.00009612893,0.0009411243,0.001477161,0.00001914887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008137157,"about_ca_system_score_gemma":0.0001926368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005340577,"about_ca_topic_score_gemma":0.0001810365,"domain_scores_codex":[0.9946057,0.001033916,0.001090793,0.0018809,0.0002682857,0.001120441],"domain_scores_gemma":[0.9958771,0.001655373,0.0008780551,0.0004721502,0.0001422608,0.0009750106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001311205,0.0001096704,0.9575349,0.000434755,0.0001808653,0.0003163596,0.001880643,0.00001564701,0.03077922,0.0007260154,0.0005998677,0.006110826],"study_design_scores_gemma":[0.001945024,0.007804275,0.9471693,0.00002067731,0.0003381561,0.01332324,0.002339709,0.0004199972,0.0005909823,0.0002128263,0.02528633,0.0005494563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901242,0.0003223263,0.0005302785,0.09417048,0.00007337783,0.003244521,0.00002886528,0.0002442458,0.0001439649],"genre_scores_gemma":[0.9212499,0.00173657,0.003467456,0.07235189,0.0001250645,0.0009499373,0.0000248707,0.00005691719,0.00003742639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03018824,"threshold_uncertainty_score":0.9996848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490612534633544,"score_gpt":0.3702150849682347,"score_spread":0.3353089596218993,"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."}}