{"id":"W2954120097","doi":"10.1210/jc.2018-02362","title":"Antidepressants Reduced Risk of Mortality in Patients With Diabetes Mellitus: A Population-Based Cohort Study in Taiwan","year":2019,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diabetes Management and Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Health Insurance Administration; Chiayi Chang Gung Memorial Hospital; Changhua Christian Hospital; Chang Gung Medical Foundation","keywords":"Diabetes mellitus; Medicine; Cohort; Internal medicine; Cohort study; Population; Demography; Environmental health; Endocrinology","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":[0.0007369059,0.0003733195,0.0004570862,0.000833699,0.0005067813,0.0006497125,0.000345636,0.0005722773,0.000717842],"category_scores_gemma":[0.001308199,0.0004480498,0.000999197,0.001269858,0.0002201435,0.0003818315,0.0004021038,0.0007259882,0.0001285821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372043,"about_ca_system_score_gemma":0.0005134235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01327,"about_ca_topic_score_gemma":0.01229995,"domain_scores_codex":[0.9995906,0.000104711,0.00006292108,0.0001190554,0.00005303522,0.00006968423],"domain_scores_gemma":[0.9992884,0.00008075213,0.0002508232,0.0001125797,0.00009450429,0.0001730337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587055,0.00004595155,0.9986313,0.000008803828,0.0001886478,0.0001354471,0.00006850314,0.00002286562,0.0001674279,0.000008549792,0.00006926762,0.0004945789],"study_design_scores_gemma":[0.00004906521,0.0001610055,0.9986982,0.000008944995,0.0001559737,0.000283531,0.0001989215,0.0002774513,0.00003702269,0.00001493318,0.0001089292,0.000005982509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993557,0.0001893366,0.0000616687,0.00004880881,0.000006728011,0.00001271925,0.0002204386,0.000002146703,0.0001024707],"genre_scores_gemma":[0.9994242,0.0001260424,0.00006270438,0.00004148164,0.00001063218,0.00001368588,0.0002547921,9.78152e-7,0.0000655162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01327,"threshold_uncertainty_score":0.02638549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379236493065551,"score_gpt":0.3441940143051405,"score_spread":0.320401649374485,"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."}}