{"id":"W4386648176","doi":"10.1016/j.bpsgos.2023.08.018","title":"Age-Related Alterations in Gray Matter Microstructure in Older People With Remitted Major Depression at Risk for Dementia","year":2023,"lang":"en","type":"article","venue":"Biological Psychiatry Global Open Science","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Baycrest Hospital; St. Michael's Hospital; Sunnybrook Health Science Centre; Carleton University; Public Health Ontario; Toronto Dementia Research Alliance; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Aging; Japan Atomic Energy Agency; Canadian Institutes of Health Research; National Institutes of Health; University of California, San Diego; University of Toronto; Ontario Ministry of Health and Long-Term Care; Pfizer; Biogen; Centre for Addiction and Mental Health Foundation; Centre for Aging + Brain Health Innovation; Alzheimer's Drug Discovery Foundation; Weston Brain Institute; Centre for Addiction and Mental Health; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation; Alzheimer Society; Alzheimer's Society; Wellcome Trust; Fondation Brain Canada; University of Pittsburgh; St. Michael’s Hospital Foundation; Genome Canada; Eli Lilly and Company; BrightFocus Foundation; Ontario Brain Institute; National Institute of Mental Health; Patient-Centered Outcomes Research Institute; F. Hoffmann-La Roche; Ontario Ministry of Research and Innovation; American Geriatrics Society; Health Canada; Queen's University; W. Garfield Weston Foundation; St. Michael's Hospital Foundation; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Association; Brain and Behavior Research Foundation","keywords":"Dementia; Psychology; Major depressive disorder; Diffusion MRI; Late life depression; Neuropathology; Internal medicine; Neuroscience; Medicine; Cardiology; Cognition; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008829124,0.0001596203,0.0002454208,0.0001450193,0.0003035834,0.0001368442,0.0005715509,0.0001080175,0.0004703198],"category_scores_gemma":[0.0001167225,0.00009572301,0.000049436,0.002390295,0.000326197,0.0001885167,0.0005323333,0.0001760862,0.0001228082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281191,"about_ca_system_score_gemma":0.0001908067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002792499,"about_ca_topic_score_gemma":0.00164301,"domain_scores_codex":[0.9979347,0.00009941181,0.0003153675,0.0007285622,0.0003248869,0.0005970905],"domain_scores_gemma":[0.9993555,0.00004543252,0.00008531551,0.000251865,0.00009603141,0.0001658631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006062333,0.0001745847,0.9913329,0.00001317632,0.00001418259,0.00001701885,0.00004913887,0.000008821959,0.004445519,0.00009052821,0.002874423,0.0003734182],"study_design_scores_gemma":[0.00382675,0.0003628292,0.9932122,0.0001167211,0.00002285625,0.00002604842,0.0001695981,0.0001682916,0.0001956493,0.001546197,0.000211249,0.0001416493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926567,0.00008989776,0.0001136087,0.002191954,0.0002052254,0.002121032,0.00007393843,0.00003027003,0.002517384],"genre_scores_gemma":[0.9960788,0.00001884966,0.002399937,0.000787838,0.00001965245,0.0001841508,0.0001360033,0.000005849195,0.0003688612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00424987,"threshold_uncertainty_score":0.5149671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657926870858685,"score_gpt":0.3438632399233201,"score_spread":0.3272839712147333,"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."}}