{"id":"W3101109288","doi":"10.1002/hed.26525","title":"<scp>AHNS</scp> endocrine surgery section consensus statement on nasopharyngolaryngoscopy and clinic reopening during <scp>COVID</scp>‐19: How to get back to optimal safe care","year":2020,"lang":"en","type":"article","venue":"Head & Neck","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Statement (logic); Pandemic; Section (typography); Medical emergency; Intensive care medicine; Virology; Political science; Internal medicine; Business; Advertising; Law","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"],"consensus_categories":[],"category_scores_codex":[0.0003644317,0.0003805338,0.0006973866,0.0003070282,0.0003259404,0.0001253649,0.00007101151,0.0001262433,0.0001132376],"category_scores_gemma":[0.001964279,0.0003876201,0.0001890833,0.0004921922,0.00003307448,0.000165009,0.0001118417,0.0004446987,0.0004227625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002946134,"about_ca_system_score_gemma":0.0002188437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001167979,"about_ca_topic_score_gemma":0.0000575785,"domain_scores_codex":[0.997257,0.0001722227,0.0006665516,0.0008011137,0.0004581938,0.0006449029],"domain_scores_gemma":[0.9974627,0.0007471156,0.0002206284,0.0003220789,0.0002603967,0.0009871055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002591546,0.0004594204,0.6028792,0.003685482,0.0005707138,0.00126675,0.01709655,0.005678991,0.1149116,0.00003363858,0.2482076,0.002618478],"study_design_scores_gemma":[0.01003916,0.004544005,0.4105019,0.001078421,0.0003241264,0.0004380618,0.004515701,0.002568338,0.02878615,0.000006007644,0.5368782,0.0003199686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911521,0.0003613325,0.0008306663,0.003268,0.0007813476,0.001472436,0.00005433572,0.000209798,0.001869964],"genre_scores_gemma":[0.9887462,0.0000775726,0.001224401,0.005188127,0.001216644,0.00009198085,0.0001328691,0.00007189635,0.003250364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2886707,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850786607180949,"score_gpt":0.3109166549959858,"score_spread":0.2724087889241762,"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."}}