{"id":"W3096683558","doi":"10.5114/ait.2020.99504","title":"The role of videolaryngoscopy in airway management of COVID-19 patients","year":2020,"lang":"en","type":"letter","venue":"Anaesthesiology Intensive Therapy","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Airway management; Intensive care; Airway; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Intensive care medicine; Anesthesia; Internal medicine; Virology; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153715,0.0003226276,0.0008456449,0.0002986525,0.00005929902,0.000005021907,0.0004621802,0.0004152081,0.000225098],"category_scores_gemma":[0.0001974961,0.0002187237,0.0002403299,0.0002878341,0.0004989616,0.00003947295,0.0001093274,0.0007805382,0.00001786593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009867141,"about_ca_system_score_gemma":0.00008845382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001145018,"about_ca_topic_score_gemma":0.000003314228,"domain_scores_codex":[0.9979511,0.0002603586,0.0007630939,0.0004046372,0.000311548,0.0003092867],"domain_scores_gemma":[0.9979042,0.0002191214,0.0005932875,0.000601142,0.0006198362,0.00006243137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009155075,0.00007244881,0.01077468,0.0002121445,0.0004298643,0.00005253047,0.0003749097,5.132797e-7,0.00008690006,0.0005566978,0.9280794,0.05844438],"study_design_scores_gemma":[0.0012927,0.009008498,0.003251974,0.0001986318,0.00008412141,6.131767e-7,0.0006681053,0.00001567938,0.003480211,0.007047298,0.9747559,0.0001962227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08929151,0.004569221,0.00008675249,0.8937336,0.0002083487,0.003147488,0.00002766243,0.0001351359,0.008800273],"genre_scores_gemma":[0.03154172,0.0806155,0.000242603,0.8846892,0.0001941376,0.000210024,0.0004533206,0.00008436783,0.001969125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07604628,"threshold_uncertainty_score":0.8919293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071165957455332,"score_gpt":0.2859677429662141,"score_spread":0.2652560833916608,"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."}}