{"id":"W4401645053","doi":"10.1038/s41398-024-03049-w","title":"Differential neuropsychiatric associations of plasma biomarkers in older adults with major depression and subjective cognitive decline","year":2024,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chang Gung Medical Foundation","keywords":"Depression (economics); Cognitive decline; Schizophrenia (object-oriented programming); Psychiatry; Cognition; Late life depression; Dementia; Medicine; Psychology; Clinical psychology; Gerontology; Disease; Internal medicine","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":[0.0003978113,0.000250996,0.0002913434,0.000477119,0.0001936896,0.0004096948,0.0001243338,0.0002916305,0.0005276318],"category_scores_gemma":[0.00148647,0.000139342,0.0002223339,0.000301754,0.0001266937,0.000166807,0.0002911951,0.0002278084,0.00008535138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277638,"about_ca_system_score_gemma":0.00008583425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566529,"about_ca_topic_score_gemma":0.003109118,"domain_scores_codex":[0.9998105,0.00004925903,0.00003775554,0.00004137809,0.00003815617,0.00002298616],"domain_scores_gemma":[0.9994406,0.00008559468,0.0002631357,0.00003597759,0.00008710891,0.00008754932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000217765,0.0000283908,0.9976212,0.00001014056,0.00006475277,0.00006498841,0.00005257765,0.00001269075,0.000451004,0.000005575677,0.00002049975,0.001450373],"study_design_scores_gemma":[0.000004529745,0.0000965435,0.9995852,0.000002137253,0.00001796229,0.0001328856,0.00005037026,0.00003912445,0.00003886236,0.000008125402,0.00002329673,8.821129e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994873,0.0002653359,0.00003286765,0.0000102013,0.000002768207,0.000004306736,0.00004446157,0.000001017439,0.000151807],"genre_scores_gemma":[0.9997612,0.00006781593,0.00003602405,0.00001374727,0.000005081541,0.000002712663,0.00006420445,2.249626e-7,0.00004892598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566529,"threshold_uncertainty_score":0.00311482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008874126532187955,"score_gpt":0.2955861599570875,"score_spread":0.2867120334248995,"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."}}