{"id":"W4248543989","doi":"10.1097/sa.0b013e318287d563","title":"Society for Ambulatory Anesthesia Consensus Statement on Preoperative Selection of Adult Patients With Obstructive Sleep Apnea Scheduled for Ambulatory Surgery","year":2013,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Ambulatory; Obstructive sleep apnea; Sleep apnea; Anesthesia; Selection (genetic algorithm); Surgery","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":[0.02550692,0.0009342507,0.002036151,0.004727375,0.001823834,0.001696312,0.003226745,0.003087476,0.005433985],"category_scores_gemma":[0.04206843,0.0006270888,0.002859614,0.003617257,0.001116545,0.0009259255,0.001610548,0.003467926,0.005226288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755963,"about_ca_system_score_gemma":0.01111278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008933107,"about_ca_topic_score_gemma":0.01732145,"domain_scores_codex":[0.9863997,0.004032118,0.005139644,0.0004498062,0.003407027,0.0005717814],"domain_scores_gemma":[0.9171403,0.0109002,0.007128935,0.001441479,0.05825812,0.005130988],"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":[0.0003411655,0.0003408362,0.03779973,0.002825805,0.0002712082,0.0003495969,0.0003236519,0.001001945,0.0007770886,0.001450504,0.7890278,0.1654906],"study_design_scores_gemma":[0.001298964,0.001033982,0.2731284,0.02776917,0.001115654,0.003219621,0.003865155,0.00443294,0.003792146,0.008331118,0.6716163,0.0003965369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06593613,0.1074992,0.08061223,0.4235859,0.09420384,0.01977655,0.05546308,0.002112367,0.1508107],"genre_scores_gemma":[0.2219233,0.1245467,0.3787988,0.05942803,0.02206597,0.02332297,0.1138991,0.001061243,0.0549539],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02550692,"threshold_uncertainty_score":0.1348951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02549046823934102,"score_gpt":0.2798902097964607,"score_spread":0.2543997415571197,"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."}}