{"id":"W4387521158","doi":"10.1016/j.jad.2023.10.028","title":"Relationship between serum apolipoprotein B levels and depressive symptoms in elderly Chinese patients with mild cognitive impairment: A large-scale cross-sectional and five-year follow-up study","year":2023,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geriatric Depression Scale; Montreal Cognitive Assessment; Dementia; Internal medicine; Depression (economics); Mood; Logistic regression; Medicine; Cognition; Psychology; Cross-sectional study; Psychiatry; Depressive symptoms; Gerontology; Disease; 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":[0.0006446535,0.0005932251,0.0007320079,0.0009692781,0.001227972,0.00091922,0.0004707302,0.0009097579,0.0007793742],"category_scores_gemma":[0.001130036,0.0006435169,0.0008150833,0.001277349,0.0005151599,0.0006781103,0.0004620681,0.0009348753,0.00021503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773863,"about_ca_system_score_gemma":0.0005775657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03155581,"about_ca_topic_score_gemma":0.03244628,"domain_scores_codex":[0.9997241,0.00005939056,0.00004035996,0.00006530128,0.00004376138,0.00006704094],"domain_scores_gemma":[0.9990661,0.0001096755,0.0002603736,0.00007456385,0.0001482359,0.0003411584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002315632,0.000137002,0.9986119,0.000006031233,0.0001243418,0.0001080929,0.0001613222,0.00001214018,0.0002447202,0.000005116367,0.00003956626,0.0003182817],"study_design_scores_gemma":[0.00000924344,0.00008363947,0.9995311,0.000001106581,0.00003568117,0.00005817205,0.0001944214,0.00003785162,0.00001653834,0.000003852489,0.00002535307,0.000002903761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996185,0.0001029923,0.0000198144,0.00001909561,0.000005886142,0.000007396379,0.0001069608,0.000001550325,0.000117703],"genre_scores_gemma":[0.9994813,0.00006450686,0.00003241295,0.00004071249,0.000007053199,0.000008040754,0.000192972,8.685761e-7,0.0001722088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03155581,"threshold_uncertainty_score":0.06274426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400280008789339,"score_gpt":0.3235400464976083,"score_spread":0.3095372464097149,"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."}}