{"id":"W3033417326","doi":"10.1213/ane.0000000000005043","title":"Airway Management in the Operating Room and Interventional Suites in Known or Suspected COVID-19 Adult Patients: A Practical Review","year":2020,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Airway management; Intubation; Intensive care medicine; Airway; Sedation; Tracheal intubation; Coronavirus disease 2019 (COVID-19); Anesthesia; Disease; Internal medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00101016,0.0004920115,0.001552105,0.0004497409,0.00008563547,0.00009473608,0.0003218043,0.0001838543,0.001236223],"category_scores_gemma":[0.001279342,0.0003031417,0.0003241431,0.00126512,0.00007292948,0.0001941418,0.0001186519,0.0006456162,0.00003841997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895563,"about_ca_system_score_gemma":0.0002474963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005350948,"about_ca_topic_score_gemma":0.0000695042,"domain_scores_codex":[0.9964529,0.0007452192,0.001291264,0.0006576235,0.0005368373,0.0003161158],"domain_scores_gemma":[0.9984203,0.0004575733,0.0004307394,0.0004170365,0.0001135573,0.000160811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007693366,0.0006778005,0.001123886,0.09525479,0.0002614498,0.00129261,0.0002864229,7.077539e-8,9.409271e-9,0.01042783,0.09793723,0.792661],"study_design_scores_gemma":[0.0006500083,0.0009965335,0.0007136707,0.0397048,0.001000568,0.0001171961,0.0001790956,0.00002904291,8.193388e-8,0.00004294236,0.9562588,0.0003072559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004536381,0.977879,0.00008156939,0.01515266,0.00001262065,0.004634393,0.000003318387,0.0001068517,0.002084176],"genre_scores_gemma":[0.00006194001,0.9919376,0.000659923,0.004906843,0.00007254046,0.0008143279,0.0004853148,0.00004848635,0.001012981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8583216,"threshold_uncertainty_score":0.9999421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05495791447904923,"score_gpt":0.3886808588698676,"score_spread":0.3337229443908183,"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."}}