{"id":"W3013830918","doi":"10.1017/cem.2020.353","title":"Just the Facts: Airway management during the coronavirus disease 2019 (COVID-19) pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Respiratory distress; Pandemic; Emergency department; Anesthesia; Respiratory rate; Respiratory tract; Respiratory system; Airway; Coronavirus; Emergency medicine; Oxygen saturation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Intensive care medicine; Infectious disease (medical specialty); Heart rate; Disease; Internal medicine; Virology; Oxygen; Chemistry; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009694826,0.0004053413,0.0005361169,0.0004843391,0.003478542,0.001699714,0.000660779,0.004610773,0.001813212],"category_scores_gemma":[0.004962744,0.0002741636,0.0004454496,0.0003074578,0.0008850346,0.002040418,0.001243711,0.005911965,0.0005816214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107603,"about_ca_system_score_gemma":0.002743333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406403,"about_ca_topic_score_gemma":0.05841757,"domain_scores_codex":[0.9991855,0.0001727007,0.0001209981,0.00008212555,0.0001998126,0.0002388323],"domain_scores_gemma":[0.9987514,0.0002487726,0.0002073016,0.0000382337,0.0002332211,0.0005210315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006809928,0.0006367812,0.105934,0.001065407,0.0001904121,0.4689276,0.01350084,0.0008552768,0.004389445,0.003637095,0.2056815,0.1945006],"study_design_scores_gemma":[0.000154071,0.001870967,0.1551504,0.005574176,0.0003266268,0.52293,0.03199119,0.002361294,0.002536801,0.0106135,0.266187,0.0003039356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3707996,0.08022477,0.003931584,0.4715001,0.01957359,0.0003903471,0.0004973386,0.0004122618,0.05267033],"genre_scores_gemma":[0.8855154,0.03391764,0.005720933,0.05563786,0.01169273,0.00008417972,0.0004088868,0.0000679649,0.006954289],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01406403,"threshold_uncertainty_score":0.02796429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.189834283373829,"score_gpt":0.3876365967402274,"score_spread":0.1978023133663984,"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."}}