{"id":"W4394761088","doi":"","title":"The Effect of Prolonged Face Mask Ventilation on Gastric Insufflation: A Prospective Observational Study.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Insufflation; Anesthesia; Interquartile range; Gastric emptying; Surgery; Stomach; 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":[0.001415652,0.0003617409,0.0006116865,0.00045876,0.0004218231,0.0006752747,0.0004099116,0.0008651888,0.001490593],"category_scores_gemma":[0.00372222,0.0004748407,0.001114335,0.0007983057,0.0003540964,0.0006546841,0.0004249065,0.000923134,0.0002014965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082005,"about_ca_system_score_gemma":0.0004361178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434446,"about_ca_topic_score_gemma":0.0013753,"domain_scores_codex":[0.9988679,0.0003645103,0.000160117,0.0002589971,0.0001991649,0.0001493242],"domain_scores_gemma":[0.9956033,0.001225865,0.002194532,0.0002769367,0.0001699633,0.0005294499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006309706,0.00008962761,0.9983878,0.00002137855,0.0001338767,0.0001012907,0.00004688027,0.00001058076,0.0001405192,0.000007866583,0.00003061058,0.0003985984],"study_design_scores_gemma":[0.00006899708,0.001176713,0.9975496,0.00001296619,0.000133266,0.0005520998,0.0001915908,0.0001403846,0.00004200394,0.00001294022,0.000112841,0.000006615339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992331,0.0004749775,0.00004678668,0.00001985718,0.000004972857,0.00001121552,0.0001117942,0.000001001809,0.00009625277],"genre_scores_gemma":[0.9995931,0.000117016,0.00005434283,0.00003236938,0.0000124305,0.00001541118,0.0001465526,0.000001121606,0.00002774748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001490593,"threshold_uncertainty_score":0.007486761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960620407083582,"score_gpt":0.2938520186864645,"score_spread":0.2542458146156287,"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."}}