{"id":"W3120286397","doi":"10.1007/s12630-020-01890-3","title":"Risks to healthcare workers following tracheal intubation of patients with known or suspected COVID-19 in Canada: data from the intubateCOVID registry","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Ottawa Hospital; North Toronto Eye Care; University of Ottawa; College of Physicians and Surgeons of Ontario; Toronto General Hospital; University of Toronto","funders":"University of Toronto; International Anesthesia Research Society; Anesthesia Patient Safety Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Intubation; Tracheal intubation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Health care; Medical emergency; Intensive care medicine; Emergency medicine; Virology; Internal medicine; Anesthesia; Political science; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005292781,0.0002052342,0.0003491424,0.0006977049,0.00215793,0.001160975,0.0008745922,0.002067611,0.001869854],"category_scores_gemma":[0.006310174,0.0003277924,0.0004606076,0.001952303,0.0005811501,0.0003490562,0.0006207458,0.001863306,0.000311128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593323,"about_ca_system_score_gemma":0.02972334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9507425,"about_ca_topic_score_gemma":0.9740905,"domain_scores_codex":[0.9982957,0.0001544367,0.0001822111,0.0001114751,0.0005425214,0.0007136242],"domain_scores_gemma":[0.9931507,0.0007574714,0.001708477,0.0001490792,0.002276719,0.0019576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126628,0.00005638382,0.9770314,0.00004237581,0.00003446874,0.0008711457,0.0005003566,0.00008571096,0.0001137622,0.0001013726,0.01784674,0.003189568],"study_design_scores_gemma":[0.00004578646,0.00007301424,0.9906008,0.0001884191,0.00004650633,0.0007473664,0.003358964,0.0005401223,0.00008477218,0.0001008101,0.004180953,0.00003253168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391105,0.00175742,0.0001726246,0.03438063,0.0004446986,0.0001502497,0.01105033,0.00004455202,0.01288915],"genre_scores_gemma":[0.9795521,0.001760239,0.0002768903,0.01195931,0.0002458435,0.00004810824,0.003214847,0.00001700077,0.002925657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04925752,"threshold_uncertainty_score":0.1156042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439662913252965,"score_gpt":0.2762950021615935,"score_spread":0.2318983730290638,"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."}}