{"id":"W2896623485","doi":"10.1016/j.jemermed.2018.09.001","title":"Tracheal Intubation: The Proof is in the Bevel","year":2018,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bevel; Fiberscope; Medicine; Intubation; Airway; Larynx; Tracheal intubation; Sagittal plane; Anesthesia; Surgery; Anatomy; Engineering; Mechanical engineering","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":[0.01663241,0.001756502,0.003518223,0.001984772,0.005440991,0.0159751,0.003296113,0.01796012,0.04192444],"category_scores_gemma":[0.1088942,0.000920154,0.001993672,0.001258775,0.0161759,0.04298536,0.00755121,0.04267953,0.02646649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003594784,"about_ca_system_score_gemma":0.01203649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708346,"about_ca_topic_score_gemma":0.001922999,"domain_scores_codex":[0.9895114,0.002815716,0.001483737,0.001296178,0.004172654,0.0007203212],"domain_scores_gemma":[0.8922409,0.04969119,0.006437862,0.008310271,0.03382139,0.009498302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005809109,0.0002125288,0.001309409,0.002912735,0.0002139889,0.002081654,0.0007140123,0.0002621229,0.001689534,0.1332003,0.6446804,0.2121424],"study_design_scores_gemma":[0.0001033342,0.0002444777,0.0006925241,0.006735672,0.0001043152,0.002788347,0.002185856,0.000494816,0.0006754542,0.1900978,0.795641,0.0002364192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001111959,0.1221373,0.006578676,0.7347301,0.1227922,0.00004971536,0.000241819,0.0003105437,0.01204765],"genre_scores_gemma":[0.04939439,0.2362054,0.02093044,0.3201635,0.3264067,0.000187921,0.0006434572,0.0008547726,0.04521347],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04192444,"threshold_uncertainty_score":0.1402512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08784828772648061,"score_gpt":0.3951173395424745,"score_spread":0.3072690518159938,"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."}}