{"id":"W4317867311","doi":"10.1111/ene.15692","title":"White matter hyperintensity burden predicts cognitive but not motor decline in Parkinson's disease: results from the Ontario Neurodegenerative Diseases Research Initiative","year":2023,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; The Scarborough Hospital; Toronto Western Hospital; Public Health Ontario; Baycrest Hospital; Queen's University; Sunnybrook Hospital; Ottawa Hospital; Health Sciences Centre; Western University; University of Toronto; McGill University Health Centre; University of Ottawa; University of Waterloo; Parkwood Institute; St. Michael's Hospital; Sunnybrook Health Science Centre; Lawson Health Research Institute","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; London Health Sciences Foundation; Faculty of Health Sciences, Queen's University; Bruyère Research Institute; Centre for Addiction and Mental Health Foundation; McMaster University; Temerty Family Foundation; University of Ottawa; Ontario Brain Institute; Government of Ontario","keywords":"Medicine; Hyperintensity; Parkinson's disease; Cognitive decline; Disease; Cognition; Physical medicine and rehabilitation; Psychiatry; Gerontology; Dementia; Magnetic resonance imaging; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009996607,0.0004103107,0.0003596392,0.0004541429,0.0009657687,0.0006056328,0.0007477108,0.0004593442,0.000967354],"category_scores_gemma":[0.002820203,0.0002197496,0.0006640187,0.000864322,0.0003443391,0.0002771943,0.000675081,0.00039623,0.0001825782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111357,"about_ca_system_score_gemma":0.002418743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6521776,"about_ca_topic_score_gemma":0.7547073,"domain_scores_codex":[0.9995967,0.00006693255,0.00003333388,0.00009381648,0.0001374095,0.00007183308],"domain_scores_gemma":[0.9984681,0.0001758528,0.0004882579,0.0001071783,0.0004677344,0.0002928778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000175261,0.00002050332,0.9980701,0.00001438133,0.00007692418,0.00002854227,0.0001465419,0.00003726347,0.00009130198,0.000006409404,0.0002011562,0.001131556],"study_design_scores_gemma":[0.000006484541,0.00001356375,0.9997477,0.000003528174,0.00002480592,0.0000116036,0.00004618086,0.00004632536,0.000008099048,0.00000375671,0.00008677263,0.000001215265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971704,0.0004348338,0.00004821743,0.0001190118,0.000006029676,0.00002537173,0.001401777,0.000003719803,0.0007905606],"genre_scores_gemma":[0.9980978,0.0001376814,0.00006104042,0.0000243395,0.000005775738,0.00001347204,0.001323821,0.000002024942,0.0003339329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6521776,"threshold_uncertainty_score":0.6997416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07630595790737578,"score_gpt":0.3033286415470242,"score_spread":0.2270226836396484,"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."}}