{"id":"W3092625983","doi":"10.1016/j.parkreldis.2020.10.003","title":"How specific are non-motor symptoms in the prodrome of Parkinson's disease compared to other movement disorders?","year":2020,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Janssen Pharmaceuticals; Takeda Canada; Bundesministerium für Wirtschaft und Energie; F. Hoffmann-La Roche; Parkinson Canada; Canadian Institutes of Health Research; Jazz Pharmaceuticals; Prothena; UCB; Health Research; Universität Heidelberg; Biogen; Wyeth Pharmaceuticals; European Parkinson’s Disease Association; Novartis Pharma; AbbVie; Sanofi; Garfield Weston Foundation; Roche; AOP Orphan; Bundesministerium für Bildung und Forschung; Teva Pharmaceutical Industries; H. Lundbeck A/S; Edwin S. Webster Foundation; Novartis; Bristol-Myers Squibb; Garfield Foundation; General Electric; Boehringer Ingelheim; UCB Pharma; Michael J. Fox Foundation for Parkinson's Research","keywords":"Prodrome; Dementia with Lewy bodies; Prodromal Stage; Movement disorders; Progressive supranuclear palsy; REM sleep behavior disorder; Parkinson's disease; Dementia; Parkinsonism; Disease; Spinocerebellar ataxia; Hyposmia; Psychology; Medicine; Psychiatry; Psychosis; Pathology","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":[0.002056015,0.0005478467,0.001681055,0.001824609,0.0006088794,0.002193159,0.0006490687,0.001283784,0.002637874],"category_scores_gemma":[0.01180949,0.0002565393,0.001005253,0.00094232,0.001600544,0.00316405,0.0006970346,0.001455863,0.0007543191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008317929,"about_ca_system_score_gemma":0.0008146142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307442,"about_ca_topic_score_gemma":0.006210809,"domain_scores_codex":[0.9987953,0.0004091542,0.000194401,0.0002082498,0.0002484741,0.0001443585],"domain_scores_gemma":[0.9949727,0.002341824,0.001353208,0.0001431299,0.0008363297,0.0003527314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001759694,0.0003283994,0.7254476,0.002431413,0.001083252,0.003042693,0.001296817,0.0004023798,0.004197463,0.00318554,0.007492709,0.2493319],"study_design_scores_gemma":[0.00006749241,0.0006830203,0.9672132,0.0009889856,0.0003799819,0.0139441,0.003011981,0.0003460429,0.0007817114,0.004263588,0.008270578,0.00004938298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8346038,0.1145919,0.002226779,0.01812503,0.001728011,0.0001000471,0.0008867969,0.00006453686,0.02767313],"genre_scores_gemma":[0.9702448,0.02184747,0.001452228,0.003334529,0.001132348,0.00003533639,0.0004242476,0.00002766919,0.001501432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307442,"threshold_uncertainty_score":0.01087338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275212656452442,"score_gpt":0.2300034165429169,"score_spread":0.2172512899783925,"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."}}