{"id":"W2982105938","doi":"10.1213/ane.0000000000004217","title":"Obstructive Sleep Apnea and Ambulatory Surgery: Who Is Truly at Risk?","year":2019,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Sleep apnea; Sleep (system call); Apnea; Intensive care medicine; Anesthesia; 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":[0.001482234,0.0004033658,0.001319953,0.0011195,0.001205829,0.002131814,0.0007997772,0.003534368,0.007511534],"category_scores_gemma":[0.01438002,0.0002659074,0.0006610174,0.001121628,0.0008558298,0.004995091,0.001303219,0.005596577,0.001591315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005719744,"about_ca_system_score_gemma":0.001815826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003686629,"about_ca_topic_score_gemma":0.006961673,"domain_scores_codex":[0.99849,0.0004438208,0.000220952,0.0001374313,0.0005233454,0.0001844341],"domain_scores_gemma":[0.9943019,0.00226688,0.0009567237,0.00008099782,0.000890522,0.001502985],"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":[0.0002219453,0.0001996229,0.1069954,0.002591685,0.0001870392,0.003723428,0.001464528,0.000101157,0.0001871786,0.002664176,0.4521456,0.4295183],"study_design_scores_gemma":[0.0002457256,0.0007254506,0.317859,0.04924195,0.0009295177,0.04590898,0.0183048,0.001168325,0.0002699735,0.0425694,0.5223485,0.0004283793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0187315,0.349741,0.0007445044,0.5973964,0.01142512,0.00008284942,0.0007538941,0.00009241454,0.02103224],"genre_scores_gemma":[0.2059978,0.5830908,0.003176556,0.1283311,0.0728382,0.0001872493,0.00156636,0.00008195166,0.004730116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007511534,"threshold_uncertainty_score":0.02512854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593965213124773,"score_gpt":0.2518524552758558,"score_spread":0.2359128031446081,"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."}}