{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001298678,0.0005231984,0.001357757,0.0009068879,0.0004203277,0.0001785515,0.001012286,0.0005596152,0.0004821485],"category_scores_gemma":[0.001736429,0.0003700114,0.0002523181,0.00113797,0.0001067844,0.0003418719,0.00002456434,0.00373337,0.00000179417],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01005738,"about_ca_system_score_gemma":0.1102597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9732532,"about_ca_topic_score_gemma":0.9969125,"domain_scores_codex":[0.9950147,0.0005836184,0.001723859,0.0005073,0.00122265,0.0009479068],"domain_scores_gemma":[0.9931971,0.0005195536,0.001806958,0.0008755382,0.001276339,0.002324439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000836325,0.00002436777,0.3792098,0.0001414094,0.0003571254,0.3485401,0.0006764584,0.0003782091,3.342341e-7,0.000001306289,0.2680183,0.001816322],"study_design_scores_gemma":[0.0052602,0.002266008,0.4861197,0.002965704,0.00106198,0.2580369,0.002553553,0.0001229207,0.000002969249,0.00002731096,0.2407996,0.0007831555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.611339,0.0006059423,0.00007375875,0.3864033,0.0006998686,0.0005705063,0.000276433,0.000005482655,0.00002570776],"genre_scores_gemma":[0.9456942,0.00003143903,0.0001639208,0.04970578,0.002610227,0.000007717172,0.001493824,0.0001024946,0.0001903854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3366975,"threshold_uncertainty_score":0.9998752,"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."}}