{"id":"W4308623214","doi":"10.2147/ndt.s379174","title":"Depression, Diabetes Mellitus and Mortality in Older Adults: A National Cohort Study in Taiwan","year":2022,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Diabetes Management and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Chung Shan Medical University Hospital; Chung Shan Medical University","keywords":"Medicine; Hazard ratio; Depression (economics); Confounding; Proportional hazards model; Diabetes mellitus; Confidence interval; Comorbidity; Cohort; Cohort study; Internal medicine; Center for Epidemiologic Studies Depression Scale; Demography; Gerontology; Endocrinology; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000790428,0.0003015481,0.0003451885,0.000658096,0.0004449897,0.0005257436,0.0002944124,0.0004578651,0.0005248844],"category_scores_gemma":[0.0009890943,0.0003760097,0.0005620361,0.001174663,0.000187036,0.0004119392,0.0004749511,0.0006317719,0.0001218221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004239708,"about_ca_system_score_gemma":0.0004587978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0179034,"about_ca_topic_score_gemma":0.02019531,"domain_scores_codex":[0.9996866,0.0000807458,0.00005818998,0.00007754903,0.00005051016,0.00004643298],"domain_scores_gemma":[0.999419,0.00004479552,0.0002313145,0.00007714599,0.00007222921,0.0001555336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006041739,0.00003300915,0.9991001,0.000007032989,0.00007828806,0.00007995383,0.00007546436,0.00001882215,0.00009776997,0.000006308269,0.00006609853,0.0003767781],"study_design_scores_gemma":[0.00001322666,0.00005922827,0.9993054,0.000008912563,0.00004770221,0.000148337,0.0001479489,0.0001458714,0.00001679843,0.00001062883,0.00009321444,0.000002860518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990847,0.0002402512,0.00005531915,0.00006096946,0.000005989152,0.00001561926,0.0003966855,0.000001824022,0.000138624],"genre_scores_gemma":[0.9992419,0.0001651394,0.00006241501,0.00003786594,0.000007751611,0.00001994668,0.0003768178,8.071881e-7,0.00008739687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179034,"threshold_uncertainty_score":0.03559834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009200121354978625,"score_gpt":0.2664204355795721,"score_spread":0.2572203142245935,"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."}}