{"id":"W1522775073","doi":"10.1007/s12630-010-9322-4","title":"Incomplete adherence to the ASA difficult airway algorithm is unchanged after a high-fidelity simulation session","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Session (web analytics); Fidelity; High fidelity; Computer science; Airway; Algorithm; Simulation; Medicine; Anesthesia; Engineering; World Wide Web; Telecommunications","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00148648,0.0003480228,0.0005403524,0.0007934736,0.000572148,0.0002764789,0.0005755788,0.0002351638,0.002650619],"category_scores_gemma":[0.0003551315,0.0002415734,0.0002575145,0.0007291218,0.0001602214,0.000457735,0.00002146779,0.001342333,0.00005277953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282185,"about_ca_system_score_gemma":0.001878077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009091557,"about_ca_topic_score_gemma":0.02113496,"domain_scores_codex":[0.9972448,0.0001326883,0.0009229442,0.0002721851,0.0007322825,0.0006950755],"domain_scores_gemma":[0.9950686,0.00008425466,0.0006058923,0.0004329578,0.001690517,0.002117856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001144967,0.0002621739,0.01968742,0.0001858427,0.0004987536,0.130075,0.0158912,0.001208574,0.0008179308,0.0005412037,0.2536765,0.5760105],"study_design_scores_gemma":[0.003034627,0.01301533,0.1419341,0.001312369,0.0007313167,0.3717579,0.002191821,0.004506966,0.001502513,0.001283165,0.4573001,0.001429761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754372,0.0001963966,0.001551379,0.02142995,0.0005069478,0.0005015538,0.00001321185,0.00002513232,0.0003382882],"genre_scores_gemma":[0.9928287,0.00004890555,0.002668685,0.0009823797,0.001450133,0.00001440383,0.00001046665,0.00004962873,0.001946653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5745807,"threshold_uncertainty_score":0.9982611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156984379006777,"score_gpt":0.2578513860664285,"score_spread":0.2421529481657508,"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."}}