{"id":"W2912137505","doi":"10.1213/ane.0000000000003966","title":"High-Flow Nasal Oxygen Improves Safe Apnea Time in Morbidly Obese Patients Undergoing General Anesthesia: A Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anesthesia; Rocuronium; Pulse oximetry; Apnea; Remifentanil; Propofol; Oxygenation; Laryngoscopy; Surgery; Intubation","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":[0.001771324,0.0013028,0.003661203,0.0004974671,0.000493832,0.001118203,0.0008788916,0.001969489,0.005128369],"category_scores_gemma":[0.00259694,0.0006166553,0.002807212,0.000618839,0.0009067389,0.0007871985,0.0004499794,0.002082279,0.0003910986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006269048,"about_ca_system_score_gemma":0.001445944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216716,"about_ca_topic_score_gemma":0.002361983,"domain_scores_codex":[0.9989851,0.0004958143,0.0001320947,0.00016419,0.00009030432,0.0001325871],"domain_scores_gemma":[0.9984558,0.0005190351,0.0004708777,0.00009537529,0.0001036419,0.0003552704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.984675,0.005403874,0.0007876024,0.001356231,0.001727277,0.00002810464,0.00002557339,0.00007181946,0.00052096,0.00004380149,0.0002078256,0.00515196],"study_design_scores_gemma":[0.9600679,0.03564731,0.002229162,0.00008554016,0.00141038,0.00001283863,0.00001749834,0.000182516,0.00009429171,0.00005244472,0.0001909955,0.0000091561],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799032,0.01207974,0.0004123477,0.0006717913,0.0008995195,0.004305012,0.0005587974,0.00005471579,0.001114944],"genre_scores_gemma":[0.9804714,0.007411866,0.001414917,0.0009723647,0.001025828,0.006810358,0.0005978675,0.00001264646,0.00128276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005128369,"threshold_uncertainty_score":0.01715606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004781985890803432,"score_gpt":0.2235305076239552,"score_spread":0.2187485217331517,"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."}}