{"id":"W2894235392","doi":"10.1016/j.nicl.2018.09.025","title":"White matter hyperintensities are linked to future cognitive decline in de novo Parkinson's disease patients","year":2018,"lang":"en","type":"article","venue":"NeuroImage Clinical","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McGill University; University of Ottawa; Montreal Neurological Institute and Hospital","funders":"Weston Brain Institute; Canadian Institutes of Health Research; Parkinson Society Canada; Government of Canada; Garfield Weston Foundation; R. Howard Webster Foundation; Natural Sciences and Engineering Research Council of Canada; GE Healthcare; Eli Lilly and Company; Bristol-Myers Squibb; Canada Foundation for Innovation; Michael J. Fox Foundation for Parkinson's Research","keywords":"Hyperintensity; Cognitive decline; Atrophy; Cardiology; Internal medicine; Parkinson's disease; Psychology; Cognition; White matter; Dementia; Population; Disease; Medicine; Pathology; Neuroscience; Magnetic resonance imaging; 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":[0.000236403,0.0003017399,0.0002801399,0.0008431046,0.0003803246,0.0005870305,0.0002165389,0.0004540804,0.001169587],"category_scores_gemma":[0.0009751995,0.000221144,0.0002927266,0.0003834943,0.0001999738,0.0003411574,0.0003388335,0.0004737511,0.0001720015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042468,"about_ca_system_score_gemma":0.0001361478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882306,"about_ca_topic_score_gemma":0.00423557,"domain_scores_codex":[0.9998899,0.00001564128,0.00002059202,0.00003288424,0.00002498625,0.00001600019],"domain_scores_gemma":[0.999262,0.00008970593,0.0004165247,0.00003738073,0.00007854314,0.0001158143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003902011,0.00008264528,0.9948174,0.00001709258,0.0000768154,0.0005624471,0.0001257901,0.00004997411,0.0009709692,0.00001826664,0.00005761663,0.002830639],"study_design_scores_gemma":[0.000003986738,0.0000741191,0.9991372,0.00000252601,0.00001416253,0.0005097163,0.00005035907,0.00005748751,0.00007927929,0.0000211736,0.00004859449,0.000001344995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994815,0.0001699332,0.00002817183,0.00001576402,0.00000234504,0.000003654399,0.00005413995,0.000002288966,0.0002421966],"genre_scores_gemma":[0.9994515,0.0001074807,0.00004972073,0.00001257059,0.000006302693,0.000002925699,0.0001436018,7.491799e-7,0.0002251401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882306,"threshold_uncertainty_score":0.005731046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358027127367171,"score_gpt":0.3366324238272311,"score_spread":0.3030521525535594,"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."}}