{"id":"W1871264924","doi":"10.1002/mds.26347","title":"REM sleep behavior disorder and neuropathology in Parkinson's disease","year":2015,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging","keywords":"REM sleep behavior disorder; Neuropathology; Parkinson's disease; Autopsy; Lewy body; Dementia; Pathological; Rapid eye movement sleep; Psychology; Dementia with Lewy bodies; Medicine; Disease; Pathology; Internal medicine; Neuroscience; Eye movement","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":[],"consensus_categories":[],"category_scores_codex":[0.0001294417,0.0002390768,0.0002693397,0.0001706999,0.00005144901,0.00002030012,0.00006967857,0.00005579634,0.00006337927],"category_scores_gemma":[0.00005875154,0.0002172944,0.00006915163,0.0001731892,0.00007535515,0.0000920098,0.00008771129,0.000114193,0.00003091345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009353623,"about_ca_system_score_gemma":0.00006810331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001816055,"about_ca_topic_score_gemma":0.0002358671,"domain_scores_codex":[0.998557,0.00006867505,0.0002222839,0.0004907422,0.0002856231,0.0003756862],"domain_scores_gemma":[0.9990328,0.00001413909,0.00005559,0.0003235568,0.00002979496,0.0005441508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003750815,0.001404781,0.9715631,0.00002680997,0.00002308862,0.0005792541,0.0001256674,0.00001525544,0.00006454533,0.0002890875,0.0003082409,0.02522507],"study_design_scores_gemma":[0.005549511,0.0003632942,0.9631297,0.00002261252,0.0001728336,0.000001573505,0.0003503761,0.0005054079,0.0000190687,0.004791375,0.02489194,0.000202323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936163,0.001946043,0.0001399169,0.002170762,0.0001834602,0.0008240902,0.00002843376,0.00006656834,0.001024378],"genre_scores_gemma":[0.9958757,0.0003623615,0.0002208751,0.002691795,0.00002500478,0.0003293253,0.00006200748,0.00003872214,0.0003942715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02502275,"threshold_uncertainty_score":0.8861007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702711576632709,"score_gpt":0.2617484495745324,"score_spread":0.2447213338082053,"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."}}