{"id":"W4411111953","doi":"10.1007/s11357-025-01727-1","title":"Subcortical white matter hyperintensities and motor function in parkinson’s disease: findings from the ONDRI study","year":2025,"lang":"en","type":"article","venue":"GeroScience","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Baycrest Hospital; Regional Municipality of Waterloo; Toronto Western Hospital; Sunnybrook Health Science Centre; University of Waterloo; Lawson Health Research Institute; Queen's University; Parkwood Institute; Western University","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Ontario Brain Institute","keywords":"Hyperintensity; Parkinson's disease; White matter; Motor function; Neuroscience; Medicine; Psychology; Disease; Physical medicine and rehabilitation; Magnetic resonance imaging; Pathology; Radiology","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":[0.0006411163,0.0004209224,0.0004365524,0.0006282547,0.0005179822,0.0006217734,0.0002928581,0.00047202,0.001005947],"category_scores_gemma":[0.001114247,0.0002319751,0.0002613124,0.0005600498,0.0004146516,0.0004826286,0.0005020969,0.0004206416,0.0001902629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817261,"about_ca_system_score_gemma":0.0002656593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006346886,"about_ca_topic_score_gemma":0.01090309,"domain_scores_codex":[0.9998342,0.00004523031,0.00001957848,0.00003444319,0.00003243566,0.00003409539],"domain_scores_gemma":[0.9996015,0.00006947955,0.000101604,0.00004318117,0.00005745808,0.0001267261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002576791,0.0004335746,0.9771552,0.00005345577,0.0003688944,0.004028728,0.00124255,0.00007939692,0.006830893,0.0001422438,0.0002820941,0.006806088],"study_design_scores_gemma":[0.00005834152,0.0003504764,0.9946904,0.00001494981,0.0001729461,0.002609496,0.0006889995,0.0001015587,0.00049756,0.00007522736,0.0007308492,0.000009111373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985029,0.0002609227,0.00003580804,0.00004861684,0.000002899484,0.000007415625,0.00008889941,0.000001011041,0.001051674],"genre_scores_gemma":[0.9989681,0.0002569811,0.000105024,0.00004184873,0.00001180959,0.000005688727,0.0002179083,0.00000208571,0.000390448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006346886,"threshold_uncertainty_score":0.01261985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536257543569393,"score_gpt":0.2557123728885071,"score_spread":0.2403497974528132,"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."}}