{"id":"W3112397196","doi":"10.4097/kja.20464","title":"Patient barrier acceptance during airway management among anesthesiologists: a simulation pilot study","year":2020,"lang":"en","type":"article","venue":"Korean journal of anesthesiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Personal protective equipment; Intubation; Airway management; Airway; Anesthesia; Mechanical ventilation; Coronavirus disease 2019 (COVID-19); Significant difference; Tracheal intubation; Emergency medicine; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000274557,0.0001681096,0.0004574622,0.000164691,0.000101274,0.00001432645,0.00009380127,0.00005536057,0.0002209262],"category_scores_gemma":[0.0001474371,0.0001262774,0.0001253339,0.0001738792,0.0000696156,0.0001520622,0.00002616473,0.0002488169,0.00002114663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006053967,"about_ca_system_score_gemma":0.00002871467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000382518,"about_ca_topic_score_gemma":0.000001947351,"domain_scores_codex":[0.9984509,0.0002179279,0.000679738,0.0002137581,0.0002322548,0.0002054141],"domain_scores_gemma":[0.998848,0.00007539007,0.0005098124,0.0001560743,0.0002226409,0.0001880978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006163166,0.0008114382,0.9635795,0.0000752023,0.0002222082,0.002164282,0.001124123,0.01532386,0.001368147,0.00003996497,0.00009439338,0.009033722],"study_design_scores_gemma":[0.002954409,0.02024983,0.9728243,0.00005338473,0.0001785532,0.0003024969,0.0007202867,0.00171446,0.0003843482,0.00003155163,0.0004623713,0.000124011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979094,0.00007773293,0.0007077985,0.0003415619,0.0001120151,0.0005190974,4.632537e-7,0.00003643261,0.0002954877],"genre_scores_gemma":[0.9987869,0.00001897757,0.0001845865,0.0005970422,0.0003220554,0.000007820711,0.000002544749,0.00001924841,0.00006085151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01943839,"threshold_uncertainty_score":0.5149444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340098794349802,"score_gpt":0.2646478430919596,"score_spread":0.2412468551484616,"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."}}