{"id":"W2797543998","doi":"10.4103/0366-6999.229888","title":"Effect of Rapid Eye Movement Sleep Behavior Disorder on Obstructive Sleep Apnea Severity and Cognition of Parkinson's Disease Patients","year":2018,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Medicine; Rapid eye movement sleep; Parkinson's disease; Internal medicine; Montreal Cognitive Assessment; REM sleep behavior disorder; Sleep apnea; Apnea; Body mass index; Cardiology; Audiology; Eye movement; Disease; Cognitive impairment; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008392778,0.000280784,0.0006013358,0.000257956,0.0001460461,0.00001535809,0.0001824639,0.0001430476,0.001057311],"category_scores_gemma":[0.003087445,0.0001810889,0.0001896311,0.0002924192,0.000986045,0.0001303739,0.0001538469,0.0006961073,0.000009622105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009116437,"about_ca_system_score_gemma":0.00005799004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008305785,"about_ca_topic_score_gemma":0.000002845401,"domain_scores_codex":[0.9962944,0.0004015867,0.0005695172,0.0003270278,0.002048761,0.0003587517],"domain_scores_gemma":[0.9974555,0.0003163111,0.0002943947,0.000261028,0.0006485928,0.001024154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003166634,0.0008533934,0.6668096,0.0001906645,0.0001615086,0.00007778062,0.0001631755,2.411855e-7,0.0004827512,0.000005179912,0.00001456813,0.3280745],"study_design_scores_gemma":[0.008305248,0.004600273,0.9818915,0.0001968643,0.0003470199,0.00002847915,0.00004291991,0.001273642,0.002908486,0.0002043353,0.00005922651,0.0001420346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975372,0.0001848663,0.0003094513,0.0002832096,0.0005134922,0.000749779,0.00006988856,0.00001354087,0.0003385587],"genre_scores_gemma":[0.999141,0.00004046994,0.00009831086,0.0001387233,0.0004675043,0.0000339229,0.00004144576,0.000030796,0.000007770603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279325,"threshold_uncertainty_score":0.9998559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006136169187391531,"score_gpt":0.2964735063531409,"score_spread":0.2903373371657494,"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."}}