{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003884563,0.0007234646,0.0006281727,0.0003889249,0.0007590262,0.0008151726,0.0006880889,0.0009424171,0.003454708],"category_scores_gemma":[0.007455395,0.0004858199,0.0008420126,0.0001670645,0.0006367101,0.0006766156,0.001007518,0.001205393,0.0004810264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915809,"about_ca_system_score_gemma":0.001643095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055449,"about_ca_topic_score_gemma":0.001634068,"domain_scores_codex":[0.9980684,0.001161606,0.0001028086,0.0001636956,0.0002332373,0.0002703054],"domain_scores_gemma":[0.9937866,0.003092581,0.0007838114,0.0004405873,0.0006026171,0.001293791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03124881,0.4175902,0.3878936,0.001231725,0.0004185057,0.002260749,0.05691979,0.003031798,0.029105,0.0004077931,0.001483922,0.06840823],"study_design_scores_gemma":[0.00428416,0.7600123,0.2046074,0.0001165633,0.0002895804,0.0009799582,0.0175437,0.00442266,0.004905236,0.000237997,0.002452796,0.000147695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995716,0.000009398101,0.000102976,0.00001762085,0.000002728324,0.000182935,0.00001251928,0.000002206353,0.00009807438],"genre_scores_gemma":[0.9975241,0.00007541096,0.001069677,0.00008705023,0.00001854446,0.0008993157,0.00005094071,0.000001981659,0.0002729159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003884563,"threshold_uncertainty_score":0.02054381,"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."}}