{"id":"W4251782309","doi":"10.1097/sa.0000000000000246","title":"Early Endotracheal Tube Insertion With the GlideScope","year":2016,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Endotracheal tube; Pharynx; Video laryngoscope; Tube (container); Anesthesia; Intubation; Surgery; Laryngoscopy","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":[0.0007860092,0.0004045982,0.000386343,0.001647062,0.0003673702,0.0006165633,0.0003583913,0.0005477162,0.002473936],"category_scores_gemma":[0.002435342,0.0002089343,0.0004601912,0.0009580979,0.0003653594,0.0017456,0.0004557758,0.0008646144,0.001237889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923724,"about_ca_system_score_gemma":0.0007710588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007245198,"about_ca_topic_score_gemma":0.001971159,"domain_scores_codex":[0.9996144,0.00009359535,0.00007249627,0.00004665844,0.00009168497,0.00008125666],"domain_scores_gemma":[0.999072,0.0003030405,0.0001954745,0.00004317254,0.000221941,0.0001644165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001012654,0.000554818,0.2183401,0.00199481,0.0001224812,0.01157773,0.001062973,0.0002715093,0.02249609,0.0005473014,0.006344084,0.7356755],"study_design_scores_gemma":[0.000106125,0.004462923,0.7603729,0.002582275,0.0003020906,0.1476913,0.002124807,0.0007028828,0.01185961,0.000448823,0.06925196,0.00009429831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8522394,0.09262247,0.02254607,0.005446877,0.0009927563,0.0002363199,0.0002643955,0.0006645977,0.02498705],"genre_scores_gemma":[0.9117246,0.06868482,0.01315311,0.001544237,0.0008392158,0.00006352746,0.0002993272,0.0000536638,0.003637488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473936,"threshold_uncertainty_score":0.008276165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907549475296859,"score_gpt":0.2638876914394453,"score_spread":0.2348121966864767,"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."}}