{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115379,0.0003037276,0.0005342709,0.0003855442,0.0002054118,0.00005894322,0.0003700566,0.00004845963,0.0001716452],"category_scores_gemma":[0.00197227,0.0002100604,0.0002218395,0.0004247616,0.0003029744,0.0001483104,0.0004247257,0.001188771,0.0004339207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008577961,"about_ca_system_score_gemma":0.0003932951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003919362,"about_ca_topic_score_gemma":0.0005925582,"domain_scores_codex":[0.9942411,0.003073633,0.0007394159,0.0006152774,0.0007674859,0.0005631066],"domain_scores_gemma":[0.9965984,0.001314642,0.000453189,0.0004124538,0.0006472587,0.0005741042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0447859,0.0005804173,0.8688877,0.00001412086,0.0003337444,0.07250987,0.003481229,0.0001359834,0.0004909958,0.000004620895,0.007689339,0.00108608],"study_design_scores_gemma":[0.006906339,0.002252315,0.9746528,0.0001437304,0.0002527326,0.0001474412,0.0002313544,0.0002215648,0.00008455091,0.0001164432,0.01485412,0.000136623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727475,0.0001603599,0.00001803289,0.02403188,0.0004789506,0.0005056126,0.001265182,0.00003404716,0.0007584266],"genre_scores_gemma":[0.9899025,0.000200997,0.00004121308,0.008003203,0.0008496327,0.00001391339,0.0001751335,0.00006713138,0.0007462893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1057651,"threshold_uncertainty_score":0.8566016,"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."}}