{"id":"W2008839569","doi":"10.1016/j.neurobiolaging.2015.02.022","title":"Superficial white matter as a novel substrate of age-related cognitive decline","year":2015,"lang":"en","type":"article","venue":"Neurobiology of Aging","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas College; McGill University; Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Ontario Mental Health Foundation; Centre for Addiction and Mental Health Foundation; Centre for Addiction and Mental Health; National Alliance for Research on Schizophrenia and Depression","keywords":"Cognitive decline; White matter; Psychology; Gerontology; Medicine; Dementia; Internal medicine; Magnetic resonance imaging; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100295,0.0001107835,0.0002878445,0.00009866591,0.00002116292,0.000002037043,0.00008624984,0.00006744746,0.00004213403],"category_scores_gemma":[0.00005551817,0.0001010675,0.00006075704,0.0001714708,0.0002942349,0.00003456319,0.00007295384,0.0002069911,0.00002158969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007645825,"about_ca_system_score_gemma":0.00005036258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002232106,"about_ca_topic_score_gemma":0.00000189925,"domain_scores_codex":[0.9992011,0.00002668948,0.0003193943,0.0002290046,0.00006563708,0.0001582382],"domain_scores_gemma":[0.9993662,0.00007329199,0.0001452289,0.0001812168,0.0001686035,0.0000654155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003403434,0.0005319536,0.6460458,0.00008663634,0.00006743341,0.00005785995,0.0006761309,0.00006250592,0.3496925,0.001357394,0.0006502556,0.0004311721],"study_design_scores_gemma":[0.004627887,0.001262173,0.674059,0.0003261985,0.0002773704,0.0006652254,0.000275738,0.0002042125,0.3128231,0.00435597,0.0008023462,0.0003208478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924265,0.00002482317,0.001273033,0.002434458,0.00005631458,0.0002501516,0.00002260756,0.00007249337,0.003439694],"genre_scores_gemma":[0.9956542,0.00001035684,0.002786801,0.001221346,0.0000278092,0.000009790969,0.00004727087,0.00002015911,0.0002223226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03686948,"threshold_uncertainty_score":0.4121414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07380426568641628,"score_gpt":0.3541918420272838,"score_spread":0.2803875763408675,"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."}}