{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005999882,0.0001946202,0.0002834263,0.0001960769,0.0003554909,0.000009226438,0.0004924029,0.00004268986,0.02088448],"category_scores_gemma":[0.0007198433,0.0001023827,0.0001617143,0.0004447978,0.0002064909,0.0001239533,0.00003723758,0.0004142387,0.00004057441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543088,"about_ca_system_score_gemma":0.0004500129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229781,"about_ca_topic_score_gemma":0.001151935,"domain_scores_codex":[0.9982202,0.00008298011,0.0007272103,0.0001793852,0.000460806,0.0003293916],"domain_scores_gemma":[0.9972963,0.00003981164,0.0003341603,0.0003327549,0.0001684925,0.001828507],"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":[0.000274583,0.00002127571,0.07076347,0.0004239887,0.000351595,0.0002021139,0.003041081,0.00008638919,0.000117276,0.0012757,0.9122723,0.01117026],"study_design_scores_gemma":[0.000966149,0.0006306784,0.06079527,0.0001389898,0.0004820112,0.000007953225,0.002345301,0.00007496902,0.00001355925,0.0002409576,0.9341784,0.0001258245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2516222,0.03450393,0.005413474,0.6348584,0.007116283,0.00294612,0.00006341573,0.0001885201,0.06328773],"genre_scores_gemma":[0.948718,0.01727274,0.00002503734,0.00753938,0.002225857,0.00001813603,0.00001886386,0.00003908857,0.02414294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6970958,"threshold_uncertainty_score":0.9800106,"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."}}