{"id":"W2412716717","doi":"10.1213/ane.0000000000001147","title":"Early Endotracheal Tube Insertion with the GlideScope","year":2016,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Glottis; Medicine; Intubation; Orotracheal intubation; Sore throat; Anesthesia; Endotracheal tube; Pharynx; Laryngoscopy; Video laryngoscope; Confidence interval; Tracheal intubation; Surgery; Airway; Laryngoscopes; Larynx; Internal medicine","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":[0.001685221,0.0007455233,0.002326004,0.0003597969,0.0002937417,0.0005161453,0.0004847416,0.0007607822,0.003205771],"category_scores_gemma":[0.003519663,0.0003729149,0.0009077148,0.0002576301,0.0006469936,0.0006370231,0.0004855389,0.001649255,0.0002807929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788517,"about_ca_system_score_gemma":0.001243276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003227244,"about_ca_topic_score_gemma":0.0007204631,"domain_scores_codex":[0.9991015,0.000312887,0.0001349785,0.0001499393,0.0001617226,0.0001389649],"domain_scores_gemma":[0.9968866,0.001406284,0.0008125865,0.000149496,0.0001243381,0.0006207756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.838894,0.01918032,0.02191742,0.002349291,0.0008217158,0.0002557739,0.0002835985,0.000715684,0.01644844,0.0001181077,0.0006225281,0.09839316],"study_design_scores_gemma":[0.1770513,0.7737694,0.04205715,0.0002203313,0.0006094141,0.0004200823,0.0000921647,0.0005623558,0.003863371,0.00007630804,0.001243383,0.00003472709],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967423,0.001430979,0.0004185051,0.0001014942,0.0001080493,0.0007122108,0.00005322232,0.00002300419,0.000410333],"genre_scores_gemma":[0.9944807,0.001353745,0.002023907,0.000187714,0.000325324,0.001186205,0.0001099037,0.00000567227,0.0003268236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003205771,"threshold_uncertainty_score":0.01072437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119936732012063,"score_gpt":0.233322795392984,"score_spread":0.2221234280728633,"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."}}