{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02657533,0.001772554,0.004646881,0.001967058,0.001363111,0.002263379,0.003410329,0.01794259,0.01161526],"category_scores_gemma":[0.1076196,0.001247518,0.007174249,0.00318861,0.002450532,0.002720717,0.002052006,0.01153248,0.003757552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003494492,"about_ca_system_score_gemma":0.006939233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315097,"about_ca_topic_score_gemma":0.02133194,"domain_scores_codex":[0.9854472,0.005392849,0.004233523,0.001598221,0.002660008,0.0006682181],"domain_scores_gemma":[0.9096476,0.0641183,0.01135429,0.001843238,0.01173788,0.001298581],"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":[0.001701651,0.00002816804,0.002136833,0.02726834,0.006789631,0.0004302972,0.0003365447,0.0001719998,0.0005150731,0.0008114058,0.9472118,0.01259836],"study_design_scores_gemma":[0.01033813,0.0008485458,0.01694457,0.05026358,0.05120701,0.001053081,0.0008650372,0.00108556,0.002252906,0.007269815,0.8573877,0.000484145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00190659,0.06524112,0.0006942102,0.7973045,0.1247788,0.0004158605,0.007231351,0.0001889311,0.002238651],"genre_scores_gemma":[0.0123411,0.01756828,0.001130211,0.9203402,0.0438012,0.0005848812,0.0006489419,0.00007630454,0.003509017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02657533,"threshold_uncertainty_score":0.1405454,"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."}}