{"id":"W2900403124","doi":"10.1016/bs.irn.2018.10.006","title":"Neuroimaging of Rapid Eye Movement Sleep Behavior Disorder","year":2018,"lang":"en","type":"review","venue":"International review of neurobiology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Neuroimaging; Dementia with Lewy bodies; Neuroscience; Prodromal Stage; REM sleep behavior disorder; Rapid eye movement sleep; Functional neuroimaging; Psychology; Synucleinopathies; Parasomnia; Dementia; Parkinson's disease; Eye movement; Medicine; Electroencephalography; Disease; Polysomnography; Pathology; Alpha-synuclein; Cognition; Cognitive impairment","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":[0.0001683005,0.0003728843,0.001983901,0.0002350422,0.00001726138,0.000003449266,0.0003713906,0.0001098043,0.001019401],"category_scores_gemma":[0.0002026041,0.0002701163,0.0009308099,0.0001525017,0.0001248155,0.00003239461,0.0001884597,0.0001848873,0.0000862151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006255005,"about_ca_system_score_gemma":0.0001459974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008635335,"about_ca_topic_score_gemma":5.020467e-7,"domain_scores_codex":[0.9977267,0.0001865611,0.001132853,0.0005011381,0.0002577607,0.0001949692],"domain_scores_gemma":[0.9980256,0.00009701987,0.00100142,0.0004834624,0.0003036956,0.00008879075],"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":[0.0000170445,0.0006766578,0.0003535687,0.04991069,0.0005902029,0.00007549935,0.000002186841,2.117973e-8,0.00002012967,0.0001998006,0.0006836788,0.9474705],"study_design_scores_gemma":[0.0003750995,0.0004105227,0.0009115758,0.04723546,0.002566197,0.00007459783,5.58909e-7,0.000001728926,0.000013442,0.00001971751,0.9482556,0.000135494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001975481,0.9956374,0.00001815093,0.0001602525,0.0009875767,0.001310051,0.0003901921,0.00001667762,0.001282192],"genre_scores_gemma":[0.0001266405,0.9973624,0.0001669606,0.0009142502,0.0001314329,0.0002419607,0.0007703879,0.00004615082,0.0002397773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9475719,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397111291591898,"score_gpt":0.376240169646848,"score_spread":0.3365290404876582,"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."}}