{"id":"W2022152792","doi":"10.1007/s00125-011-2240-3","title":"Type 1 diabetes mellitus and major depressive disorder: evidence for a biological link","year":2011,"lang":"en","type":"review","venue":"Diabetologia","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":158,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; University of Ottawa; Hospital for Sick Children","funders":"","keywords":"Comorbidity; Diabetes mellitus; Major depressive disorder; Medicine; Type 2 diabetes; Type 2 Diabetes Mellitus; Type 1 diabetes; Insulin resistance; Depression (economics); Pathophysiology; Psychiatry; Bioinformatics; Internal medicine; Endocrinology; Biology; Mood","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":[0.0005232083,0.0008887076,0.001516279,0.001139489,0.0002225241,0.000995736,0.001051211,0.001313511,0.002780832],"category_scores_gemma":[0.0007049902,0.0002561119,0.0003888306,0.001989696,0.0005217835,0.0008491049,0.0006757176,0.001752785,0.001114085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005436725,"about_ca_system_score_gemma":0.001057263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669591,"about_ca_topic_score_gemma":0.00291239,"domain_scores_codex":[0.9998643,0.00002356521,0.00002090757,0.00003052102,0.00004667144,0.00001399482],"domain_scores_gemma":[0.9996568,0.0001679821,0.00005737053,0.00001023044,0.00007103861,0.00003660225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002475693,0.00008497164,0.0007413271,0.01233161,0.0002239708,0.0005638735,0.00003322594,0.0003235648,0.001506402,0.003166995,0.03473124,0.9460453],"study_design_scores_gemma":[0.0001196594,0.0001392696,0.005502121,0.005515912,0.000601247,0.005140113,0.0001505285,0.0001997506,0.0005166678,0.00526945,0.9767981,0.00004723396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008540044,0.9990869,0.00007653304,0.0002298992,0.0001444112,0.000001444843,0.00001235131,0.000002869511,0.0003603421],"genre_scores_gemma":[0.0006525221,0.9986142,0.0001185528,0.0001808246,0.000206833,0.000002485589,0.00002183562,6.085078e-7,0.0002021196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002780832,"threshold_uncertainty_score":0.009302795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182726773235435,"score_gpt":0.3161013318944945,"score_spread":0.2642740641621401,"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."}}