{"id":"W4213325279","doi":"10.1016/j.jclinane.2022.110689","title":"Comment on: “Efficacy of high flow nasal oxygenation against hypoxemia in sedated patients receiving gastrointestinal endoscopic procedures: A systematic review and meta-analysis”","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Hypoxemia; Anesthesia; Oxygenation; Meta-analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004637204,0.0004100657,0.009797026,0.0007852729,0.00004185114,0.00002202341,0.0003433848,0.000136139,0.0004617193],"category_scores_gemma":[0.005596832,0.0002536356,0.002500756,0.000920946,0.00008046065,0.0001020559,0.00006500092,0.0009932517,0.000002976998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425809,"about_ca_system_score_gemma":0.0002933561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002257233,"about_ca_topic_score_gemma":9.569393e-7,"domain_scores_codex":[0.9911755,0.001558459,0.005841297,0.0003403382,0.0009030952,0.0001813251],"domain_scores_gemma":[0.9910176,0.001864894,0.006181551,0.0004172222,0.0003662224,0.0001524947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001694532,0.002389814,0.0004565587,0.9089712,0.04035752,0.000114659,0.00003351045,0.000009581152,1.7616e-8,0.00007622026,0.007019649,0.04040185],"study_design_scores_gemma":[0.001638758,0.006758679,0.0007959048,0.2209683,0.6991108,0.00009383278,0.0000163219,0.0000467874,3.385063e-7,0.00002338946,0.07023999,0.0003068729],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002399072,0.9934393,0.00008792,0.00249744,0.00002783727,0.003554713,0.00000572638,0.00002418054,0.0001229578],"genre_scores_gemma":[0.0003175884,0.9959699,0.001510016,0.001701267,0.00004661726,0.0001143356,0.0001261226,0.00003447499,0.0001796633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6880029,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205993060490834,"score_gpt":0.4004558966861966,"score_spread":0.2798565906371132,"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."}}