{"id":"W4403663151","doi":"10.1093/cercor/bhae423","title":"Longitudinal association of depressive symptoms with cognition and neuroimaging biomarkers in cognitively unimpaired older adults, mild cognitive impairment, and Alzheimer’s disease","year":2024,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; National Institutes of Health; H. Lundbeck A/S; Servier; Eisai; Genentech; IXICO; National Natural Science Foundation of China; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; University of Southern California; Sichuan University; Biogen; BioClinica; Eli Lilly and Company; Bristol-Myers Squibb; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Association; Canadian Institutes of Health Research; National Science Foundation","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Geriatric Depression Scale; Clinical Dementia Rating; Psychology; Neuroimaging; Depression (economics); Mini–Mental State Examination; Clinical psychology; Alzheimer's disease; Cognitive decline; Disease; Psychiatry; Medicine; Internal medicine; Cognitive impairment; Depressive symptoms","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000264182,0.0002676829,0.0003364307,0.0004084226,0.00008289512,0.00009325155,0.00004121485,0.00007281803,0.0001301127],"category_scores_gemma":[0.0001053179,0.000228016,0.00006893279,0.0004681774,0.0002605589,0.0003557123,0.00008330525,0.0002732156,0.000007931506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000071183,"about_ca_system_score_gemma":0.0001963218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007687533,"about_ca_topic_score_gemma":0.00003327866,"domain_scores_codex":[0.9979766,0.0001462712,0.0003165721,0.000629108,0.0005024687,0.0004289898],"domain_scores_gemma":[0.9988047,0.0003026098,0.0001244094,0.00008844112,0.0003690974,0.0003107432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003008472,0.0003194158,0.974413,0.0005118291,0.0009855113,0.0004939007,0.0004038537,5.812715e-8,0.0002946123,0.00001767166,0.0001194247,0.01943224],"study_design_scores_gemma":[0.008048821,0.0009280159,0.9815186,0.00400428,0.001723269,0.00007076068,0.0008577321,0.001402487,0.001132384,0.00006804228,0.000006397665,0.0002392306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934731,0.003309892,0.00008377871,0.0005472159,0.00004846678,0.001609098,0.0001846802,0.00006944684,0.0006743889],"genre_scores_gemma":[0.9990316,0.0002192051,0.00002337179,0.000167927,0.00004996753,0.0001167195,0.0002580971,0.00003868837,0.00009440201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.019193,"threshold_uncertainty_score":0.9298223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426310737884704,"score_gpt":0.2864085398984209,"score_spread":0.2721454325195738,"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."}}