{"id":"W4306147172","doi":"10.1007/s11357-022-00665-6","title":"Topographical differences in white matter hyperintensity burden and cognition in aging, MCI, and AD","year":2022,"lang":"en","type":"article","venue":"GeroScience","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Montreal Neurological Institute and Hospital; McGill University Health Centre; McGill University; Douglas Mental Health University Institute","funders":"National Institute on Aging; Canadian Institutes of Health Research; Alzheimer Society Research Program","keywords":"Cognition; Hyperintensity; Cognitive decline; Psychology; Neuroimaging; Dementia; Alzheimer's disease; Association (psychology); Alzheimer's Disease Neuroimaging Initiative; Pathological; Episodic memory; Disease; Clinical psychology; Cognitive impairment; Medicine; Psychiatry; Internal medicine; Magnetic resonance imaging","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":[0.0003132507,0.0002923169,0.0002566,0.001978223,0.000256809,0.0006361782,0.000188358,0.0002423953,0.001991145],"category_scores_gemma":[0.001088859,0.0002045332,0.0001961118,0.0008678632,0.0003404024,0.0005917713,0.0004573584,0.0001679995,0.0002558625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330526,"about_ca_system_score_gemma":0.0001469993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981138,"about_ca_topic_score_gemma":0.003383214,"domain_scores_codex":[0.9999064,0.00002048768,0.00001113018,0.00002029109,0.00002506046,0.00001666477],"domain_scores_gemma":[0.9994891,0.00009869989,0.0002193866,0.00004971194,0.00006727262,0.00007580034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003510237,0.0001888478,0.9177158,0.0001017008,0.0003977371,0.001992281,0.001298486,0.0003670512,0.03709553,0.0006961196,0.0003845567,0.03625165],"study_design_scores_gemma":[0.000003933124,0.00005228231,0.9988772,0.000001900004,0.00001158704,0.0004322867,0.0001383897,0.00007658722,0.0001527742,0.0001916596,0.00005882015,0.000002549549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987615,0.0003388595,0.00008612628,0.00002132395,0.000003246016,0.000002902853,0.00007062146,0.000004330361,0.0007110048],"genre_scores_gemma":[0.9993032,0.0001655854,0.0000911239,0.000009871404,0.00001318684,0.000002126254,0.00009509553,0.000002001115,0.0003177032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001991145,"threshold_uncertainty_score":0.006661057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105051313831611,"score_gpt":0.2834407205514655,"score_spread":0.2623902074131494,"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."}}