{"id":"W4390192603","doi":"10.1002/alz.079367","title":"Trajectories in Depressive Symptoms and Midlife Brain Health","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digit symbol substitution test; Stroop effect; Psychology; Montreal Cognitive Assessment; Hyperintensity; Entorhinal cortex; Trail Making Test; White matter; Verbal fluency test; Audiology; Cardiology; Internal medicine; Neuropsychology; Medicine; Psychiatry; Cognition; Magnetic resonance imaging; Hippocampus; Neuroscience; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006533394,0.0002684171,0.0002460183,0.0006323867,0.000416008,0.0008082503,0.0003016318,0.0004403141,0.00127143],"category_scores_gemma":[0.001595511,0.0002320627,0.0004371283,0.0006233586,0.0001644123,0.0003267898,0.0006979926,0.0004689014,0.0002312395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837846,"about_ca_system_score_gemma":0.0002114934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365538,"about_ca_topic_score_gemma":0.01595581,"domain_scores_codex":[0.999809,0.00006030697,0.00001909552,0.00006025534,0.00001857489,0.00003283912],"domain_scores_gemma":[0.9993692,0.0001049439,0.0002370367,0.00005483051,0.0001014545,0.0001324648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008805386,0.00001653235,0.9978144,0.000005444705,0.00006971129,0.00002387457,0.00008319164,0.0001734441,0.0002410807,0.00004429763,0.00008282195,0.001357161],"study_design_scores_gemma":[0.000001861453,0.00002148891,0.998841,0.000004397272,0.000009535055,0.00004475424,0.0001022999,0.0007534273,0.00004160473,0.00008402336,0.00009339424,0.000002299458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978673,0.000193485,0.0003713223,0.00007852326,0.000002744112,0.000008278397,0.001305487,0.000007496726,0.0001653573],"genre_scores_gemma":[0.9982158,0.00008419224,0.0002231061,0.00001495562,0.000002154844,0.000007161324,0.001313201,0.000001690541,0.0001376459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01365538,"threshold_uncertainty_score":0.02715182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026131320696204,"score_gpt":0.3402660730847157,"score_spread":0.3100047598777537,"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."}}