{"id":"W2801201495","doi":"10.1002/ana.25239","title":"How does dementia with Lewy bodies start? prodromal cognitive changes in REM sleep behavior disorder","year":2018,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Canadian Sleep & Circadian Network; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; W. Garfield Weston Foundation","keywords":"REM sleep behavior disorder; Dementia with Lewy bodies; Dementia; Psychology; Sleep (system call); Cognition; Rapid eye movement sleep; Parasomnia; Medicine; Psychiatry; Sleep disorder; Electroencephalography; Polysomnography; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002359751,0.0002725223,0.000285845,0.0005697134,0.0003216701,0.0004140597,0.0001648715,0.0004096137,0.0007229311],"category_scores_gemma":[0.001680988,0.0001346513,0.0002557469,0.0003650651,0.0003207105,0.0005343452,0.0002149587,0.000369208,0.0003054366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376543,"about_ca_system_score_gemma":0.0002173823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736354,"about_ca_topic_score_gemma":0.004559119,"domain_scores_codex":[0.9999322,0.00001190762,0.00001017204,0.00001482355,0.00001500242,0.00001590621],"domain_scores_gemma":[0.9995114,0.00008938309,0.0002576204,0.00001672528,0.0000531203,0.00007175868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000547102,0.00007430324,0.9706697,0.00006975294,0.00003362892,0.007858503,0.0005159759,0.0001041271,0.003406214,0.00009379195,0.000347993,0.01627893],"study_design_scores_gemma":[0.00001819604,0.0004239108,0.9752177,0.00005348523,0.00003254827,0.02223303,0.0003615921,0.0002640475,0.0005631379,0.0002346226,0.0005900348,0.0000078782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974388,0.001555874,0.000132288,0.0001593708,0.00001192678,0.00001111849,0.00009185067,0.000009401822,0.0005893894],"genre_scores_gemma":[0.998943,0.000474496,0.0001701412,0.00007326168,0.00002575863,0.000003023706,0.0001225859,0.000002831681,0.0001849236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002736354,"threshold_uncertainty_score":0.005440831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036255269103297,"score_gpt":0.3042942209279916,"score_spread":0.2639316682369587,"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."}}