{"id":"W2544964758","doi":"10.5665/sleep.6304","title":"Arousal Intensity is a Distinct Pathophysiological Trait in Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"National Heart, Lung, and Blood Institute; International Business Machines Corporation","keywords":"Arousal; Polysomnography; Genioglossus; Intensity (physics); Anesthesia; Audiology; Obstructive sleep apnea; Apnea; Low arousal theory; Medicine; Psychology; Neuroscience","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":[0.0004590319,0.000307112,0.000286841,0.0006266219,0.0001702129,0.0004639523,0.0001696126,0.0003200947,0.001359686],"category_scores_gemma":[0.001790299,0.0001414247,0.0001606826,0.0003584968,0.0003305849,0.0002312569,0.0004476543,0.0002338112,0.0001555911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010064,"about_ca_system_score_gemma":0.0001095878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00018974,"about_ca_topic_score_gemma":0.0002994393,"domain_scores_codex":[0.9997349,0.000059429,0.00004529091,0.00005079433,0.00007774834,0.00003187218],"domain_scores_gemma":[0.9990634,0.0002619759,0.0004213974,0.00004345947,0.00008145831,0.0001282671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000579654,0.00007721758,0.9663888,0.0001032803,0.00008858646,0.0004226776,0.0002212035,0.0000731982,0.02207079,0.0000576541,0.0000400514,0.009876962],"study_design_scores_gemma":[0.000003171361,0.0001596656,0.9989913,0.000004008858,0.000009285456,0.0005265388,0.00003103336,0.00004203157,0.0001794242,0.00001823333,0.00003402544,0.00000121353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980664,0.0004437773,0.0005079951,0.00001587181,0.000006530117,0.0000221548,0.00006095822,0.000008372818,0.0008679751],"genre_scores_gemma":[0.9994974,0.0001080945,0.0001813377,0.00001124378,0.00001911339,0.00001001925,0.0001068079,0.000001689576,0.00006431194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359686,"threshold_uncertainty_score":0.00454855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250333981541658,"score_gpt":0.2835542900792441,"score_spread":0.2610509502638275,"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."}}