{"id":"W2044733885","doi":"10.1371/journal.pone.0120433","title":"Serum Levels of Inflammatory Markers in Depressed Elderly Patients with Diabetes and Mild Cognitive Impairment","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uniwersytet Łódzki","keywords":"Internal medicine; Montreal Cognitive Assessment; Medicine; Depression (economics); Diabetes mellitus; Mood; Geriatric Depression Scale; Univariate analysis; Logistic regression; C-reactive protein; Gastroenterology; Cognitive impairment; Inflammation; Depressive symptoms; Clinical psychology; Endocrinology; Multivariate analysis; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000808867,0.0001027431,0.0001607658,0.00008420535,0.00002083631,0.00001330503,0.00008155559,0.00003565694,0.00001909716],"category_scores_gemma":[0.0002314191,0.00008813167,0.00001152003,0.0001416035,0.0001353512,0.0001499654,0.00004715386,0.00007690453,0.000004764116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001592573,"about_ca_system_score_gemma":0.00003754373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003395435,"about_ca_topic_score_gemma":0.00001678587,"domain_scores_codex":[0.9990491,0.00007909291,0.0001421443,0.0002186315,0.0003123803,0.0001986321],"domain_scores_gemma":[0.9995404,0.0001437897,0.00007280135,0.00009613221,0.00005692023,0.00008996546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002937299,0.001369025,0.9795977,0.0001254141,0.00003156807,0.000003427474,0.0009287244,0.000002497293,0.01631889,0.000009010111,0.00001989963,0.001300146],"study_design_scores_gemma":[0.003353796,0.0005159212,0.7880152,0.0002360005,0.00001192241,3.857199e-8,0.0002044898,0.00006151086,0.2074115,0.00008286202,7.817401e-7,0.0001059285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989704,0.00003663886,0.000001109914,0.00004695986,0.0000107962,0.0004753897,0.00007055421,0.00002174183,0.000366402],"genre_scores_gemma":[0.9996732,0.000003453438,0.00008083284,0.0001691259,0.000004696273,0.00002451637,0.000001388598,0.00001266611,0.00003009312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1915824,"threshold_uncertainty_score":0.3593905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769301765651638,"score_gpt":0.217023356325,"score_spread":0.1793303386684836,"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."}}