{"id":"W4294921050","doi":"10.1002/alr.23079","title":"International Consensus Statement on Obstructive Sleep Apnea","year":2022,"lang":"en","type":"review","venue":"International Forum of Allergy & Rhinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; U.S. Department of Veterans Affairs","keywords":"Medicine; Obstructive sleep apnea; Statement (logic); Multidisciplinary approach; Sleep apnea; Intensive care medicine; Sleep (system call); Physical therapy; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002953669,0.0005849161,0.001651281,0.001483621,0.0001014709,0.00002557992,0.001269212,0.000378567,0.01341679],"category_scores_gemma":[0.0005909813,0.000534631,0.0008502911,0.0002762465,0.0004785605,0.00006787849,0.0009946082,0.001321364,0.0002563031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718344,"about_ca_system_score_gemma":0.000304329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007660093,"about_ca_topic_score_gemma":0.00001702254,"domain_scores_codex":[0.9950768,0.0002677335,0.00147063,0.0009451365,0.001638973,0.0006007224],"domain_scores_gemma":[0.9968821,0.0007612896,0.001010765,0.0006471183,0.0005200735,0.0001786768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005838676,0.0005441579,0.00004635073,0.0005132878,0.01063242,0.0004238852,0.00008030542,0.00003647968,0.000009920846,0.03798021,0.00224631,0.9469028],"study_design_scores_gemma":[0.001449742,0.0007209882,0.00006493311,0.0004699428,0.0001991558,0.0006697924,0.0002796199,0.0002130794,0.00002652655,0.000487465,0.995093,0.0003257932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000431769,0.8185199,0.0001277623,0.008297075,0.01460051,0.002343048,0.001914101,0.0001732715,0.1535926],"genre_scores_gemma":[0.001116145,0.9920874,0.00106836,0.000250083,0.0004725023,0.000387664,0.002281667,0.0001210221,0.002215199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9928467,"threshold_uncertainty_score":0.9997105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551251496310084,"score_gpt":0.3715150802459374,"score_spread":0.3160025652828365,"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."}}