{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000930012,0.0001311337,0.0002177562,0.00007048131,0.00004017186,0.000009011404,0.00003117943,0.00002075636,0.00005519732],"category_scores_gemma":[0.00002912521,0.00009499882,0.00003431128,0.00008084779,0.00003564945,0.00007323352,0.00003185004,0.00004525455,0.00001590394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007438948,"about_ca_system_score_gemma":0.0001276794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006731335,"about_ca_topic_score_gemma":0.00003824855,"domain_scores_codex":[0.9991179,0.00003565464,0.0001211283,0.0003269773,0.0002428686,0.0001554827],"domain_scores_gemma":[0.9994748,0.0000171637,0.0000695371,0.0002267345,0.00005692288,0.000154844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00146383,0.00141168,0.9946147,0.0001016799,0.0004685677,0.00008317804,0.0005546583,0.000001309607,0.0005104063,0.0003500458,0.00008434233,0.0003555729],"study_design_scores_gemma":[0.005657121,0.002071095,0.9894829,0.0001017127,0.0005300891,0.000007839038,0.0007365633,0.0001028713,0.0001531865,0.0002955547,0.0007645108,0.00009654348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963917,0.0006859428,0.00005739211,0.0001379913,0.00003011064,0.002113052,0.00002608528,0.0000333565,0.0005244024],"genre_scores_gemma":[0.9988831,0.000004097833,0.0002764153,0.00004156955,0.00002345478,0.0001388792,0.000009398512,0.00001655522,0.0006065076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005131816,"threshold_uncertainty_score":0.387394,"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."}}