{"id":"W2917107887","doi":"10.1093/brain/awz030","title":"Risk and predictors of dementia and parkinsonism in idiopathic REM sleep behaviour disorder: a multicentre study","year":2019,"lang":"en","type":"article","venue":"Brain","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1097,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; Université du Québec à Montréal; McGill University; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Parkinsonism; Dementia; REM sleep behavior disorder; Psychiatry; Sleep (system call); Psychology; Medicine; Clinical psychology; Polysomnography; Electroencephalography; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821412,0.0001514647,0.0003161308,0.0001115921,0.00003591899,0.00001053796,0.00003922527,0.00006136545,0.00002801326],"category_scores_gemma":[0.00008134452,0.0001288013,0.00003704121,0.00009958421,0.00002892416,0.00005485018,0.00006277367,0.0001093052,0.000006008185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002079854,"about_ca_system_score_gemma":0.00002685573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004626341,"about_ca_topic_score_gemma":0.000356558,"domain_scores_codex":[0.9989223,0.0001172377,0.0002360496,0.0003342041,0.0001993511,0.0001908754],"domain_scores_gemma":[0.9994714,0.00004946816,0.0001026678,0.0002218419,0.0000215808,0.0001330364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001896238,0.001226951,0.9890914,0.00005929202,0.0001531507,0.00007649064,0.001597527,0.000001436351,0.0002613007,0.00001321157,0.000009625429,0.007320009],"study_design_scores_gemma":[0.009030927,0.0008053908,0.9869401,0.0001031845,0.0004348411,0.000007755752,0.001536614,0.0004487402,0.000101499,0.00004290294,0.0004484448,0.0000996091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959382,0.002634053,0.00001514523,0.00007894154,0.00007435356,0.001145261,0.00003596232,0.00002134493,0.00005673795],"genre_scores_gemma":[0.9995137,0.0001687473,0.0001218254,0.00004165842,0.00001462222,0.00003217371,0.000009370373,0.00001885896,0.00007902605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008841303,"threshold_uncertainty_score":0.5252366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005813975149245191,"score_gpt":0.2356344605873502,"score_spread":0.229820485438105,"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."}}