{"id":"W2946151196","doi":"10.1093/brain/awz111","title":"Evolution of prodromal Parkinson’s disease and dementia with Lewy bodies: a prospective study","year":2019,"lang":"en","type":"article","venue":"Brain","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":378,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; University of Ottawa; Montreal General Hospital; McGill University; Ottawa Hospital; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; W. Garfield Weston Foundation; McGill University","keywords":"REM sleep behavior disorder; Parkinsonism; Dementia; Dementia with Lewy bodies; Prodromal Stage; Parkinson's disease; Polysomnography; Rapid eye movement sleep; Medicine; Disease; Hyposmia; Subclinical infection; Psychology; Lewy body; Pediatrics; Audiology; Psychiatry; Electroencephalography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001336687,0.000743429,0.0006240695,0.000987694,0.001197706,0.001180046,0.0006272622,0.001155945,0.001613259],"category_scores_gemma":[0.00250479,0.001010176,0.000739942,0.001194686,0.0004677746,0.001077371,0.0008060741,0.001423222,0.0006454798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912659,"about_ca_system_score_gemma":0.0004916443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006088533,"about_ca_topic_score_gemma":0.006563967,"domain_scores_codex":[0.9993427,0.0001790087,0.00006954779,0.0002141394,0.00009077138,0.0001037986],"domain_scores_gemma":[0.9979082,0.0003076242,0.0006226418,0.0002974122,0.0002911847,0.0005728681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004407256,0.0001604318,0.9983009,0.000007210606,0.00007528185,0.0002195441,0.0001276277,0.00001988237,0.0001353069,0.00001338665,0.00004281277,0.0004569392],"study_design_scores_gemma":[0.00002877147,0.0005601479,0.9983638,0.000006508118,0.00004864953,0.0005000766,0.0001866705,0.0001041978,0.00002870224,0.0000237029,0.0001414103,0.000007469533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999086,0.0002746822,0.00005292667,0.0000152978,0.00000568346,0.00001999319,0.0002416065,0.000002892862,0.0003008817],"genre_scores_gemma":[0.9988109,0.0001577693,0.00009486104,0.00002895754,0.0000141148,0.00002070341,0.0005783595,0.000003762095,0.0002905279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006088533,"threshold_uncertainty_score":0.01210618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008022790603503156,"score_gpt":0.2415091478609157,"score_spread":0.2334863572574125,"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."}}