{"id":"W4390583466","doi":"10.1002/mds.29702","title":"Longitudinal Associations of Magnetic Susceptibility with Clinical Severity in Parkinson's Disease","year":2024,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"European Research Council; UCLH Biomedical Research Centre; Medical Research Council; University College London; Parkinson's UK; National Institute for Health and Care Research; Cure Parkinson's Trust; Wellcome Trust; Rosetrees Trust; Cure Parkinson’s Trust","keywords":"Quantitative susceptibility mapping; Putamen; Dementia; Parkinson's disease; Dentate nucleus; Basal ganglia; Cognitive decline; Atrophy; Medicine; Cognition; Longitudinal study; Psychology; Magnetic resonance imaging; Caudate nucleus; Neuroscience; Hippocampus; Internal medicine; Pathology; Disease; Central nervous system; Cerebellum; Radiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001148704,0.0002358075,0.0002204653,0.0007852423,0.0004456802,0.0004036291,0.0002500158,0.0004265853,0.000840301],"category_scores_gemma":[0.003692302,0.0001901042,0.0002950713,0.0004664873,0.0002761052,0.000369386,0.0004579509,0.0005170925,0.000126227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455963,"about_ca_system_score_gemma":0.0002083309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438687,"about_ca_topic_score_gemma":0.003115944,"domain_scores_codex":[0.9996936,0.00008974022,0.00003912206,0.00008560932,0.00005042797,0.0000415906],"domain_scores_gemma":[0.9973837,0.0004968324,0.001144914,0.0001974059,0.0004299467,0.0003472662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000235489,0.00002732052,0.9973335,0.000008486221,0.00007806085,0.00005160791,0.00008466672,0.00006979714,0.0006386151,0.00001186752,0.00004076507,0.001419845],"study_design_scores_gemma":[0.000003057107,0.00009857075,0.9994969,0.000001966609,0.00001760589,0.0001288139,0.00002828625,0.00009149305,0.00006411601,0.00002705502,0.00004042609,0.000001720684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991726,0.0003299504,0.0001163061,0.00003700053,0.000003249031,0.000004944269,0.0001385394,0.000005227556,0.0001921255],"genre_scores_gemma":[0.9996166,0.0000546997,0.00007954921,0.000008854484,0.000004393407,0.000003868529,0.0001692455,0.000001210645,0.00006147409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438687,"threshold_uncertainty_score":0.006074965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769348816591917,"score_gpt":0.3164204030533808,"score_spread":0.2887269148874616,"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."}}