{"id":"W2954315288","doi":"10.1007/s11682-019-00151-2","title":"Patterns of white matter hyperintensities associated with cognition in middle-aged cognitively healthy individuals","year":2019,"lang":"en","type":"article","venue":"Brain Imaging and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UCLH Biomedical Research Centre; Secretaría de Estado de Investigación, Desarrollo e Innovación; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; University College London Hospitals NHS Foundation Trust; Instituto de Salud Carlos III; National Institute for Health and Care Research; Alzheimer Society Research Program; Alzheimer's Society; “la Caixa” Foundation","keywords":"Hyperintensity; Episodic memory; Cognition; Neuropsychology; Psychology; Executive functions; Audiology; Frontal lobe; Effects of sleep deprivation on cognitive performance; Medicine; Neuroscience; Magnetic resonance imaging","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003491937,0.000283035,0.0003089486,0.001229729,0.0003128349,0.0004241311,0.0002734968,0.0003500858,0.0008429033],"category_scores_gemma":[0.0009718201,0.0001795641,0.0002500368,0.0007812447,0.0003143037,0.0002812055,0.0003985207,0.0001763267,0.0001486844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664455,"about_ca_system_score_gemma":0.0001107938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247802,"about_ca_topic_score_gemma":0.006810096,"domain_scores_codex":[0.9998398,0.00002493554,0.00002364504,0.00007123309,0.00001970424,0.00002080754],"domain_scores_gemma":[0.999606,0.00005141301,0.0002082618,0.00004089226,0.00003220187,0.00006129646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000454269,0.00003138678,0.9921741,0.0000235733,0.0001554905,0.0001369075,0.0003370505,0.00006391098,0.003258751,0.00002984353,0.00006660327,0.003268163],"study_design_scores_gemma":[0.000001908335,0.00002770646,0.9997062,0.000001046302,0.00001224302,0.00008533814,0.00005574618,0.00002773712,0.00004500247,0.00001744194,0.0000183405,0.000001221812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996439,0.0001267973,0.00004101246,0.000006653169,0.000001043741,0.000002234964,0.0000679664,0.00000203622,0.0001081565],"genre_scores_gemma":[0.9996713,0.00004445102,0.00006268,0.000006433728,0.000003184629,0.000003482941,0.0001115135,0.000001108553,0.00009565054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005247802,"threshold_uncertainty_score":0.01043451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146770203372958,"score_gpt":0.2870046591601854,"score_spread":0.2655369571264558,"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."}}