{"id":"W2135506228","doi":"10.2174/1573399811666150223123053","title":"Major Depressive Disorder and Diabetes: Does Serotonin Bridge the Gap?","year":2015,"lang":"en","type":"review","venue":"Current Diabetes Reviews","topic":"Treatment of Major Depression","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Serotonergic; Major depressive disorder; Medicine; Serotonin; Antidepressant; Reuptake inhibitor; Type 2 diabetes; Diabetes mellitus; Neurotransmitter; Serotonin reuptake inhibitor; Serotonin Uptake Inhibitors; Psychiatry; Internal medicine; Bioinformatics; Fluoxetine; Endocrinology; Mood; Receptor; Biology","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":[0.0004733338,0.0004717688,0.001149545,0.001037208,0.000244723,0.0009747536,0.0005746974,0.001136706,0.004166762],"category_scores_gemma":[0.0009856242,0.0002277647,0.0005286565,0.001387055,0.0002731226,0.001004857,0.000550005,0.001255511,0.001095934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005257584,"about_ca_system_score_gemma":0.001374105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275123,"about_ca_topic_score_gemma":0.005301033,"domain_scores_codex":[0.9998279,0.00004482804,0.00003865922,0.00002019806,0.00005059328,0.00001795617],"domain_scores_gemma":[0.9996843,0.000156012,0.00005647687,0.000006562491,0.00007147862,0.00002516221],"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":[0.0001237277,0.00004556486,0.0002516558,0.03602736,0.0002460733,0.0001968576,0.0001058752,0.0001257556,0.0004977458,0.002810203,0.03172686,0.9278423],"study_design_scores_gemma":[0.00006198477,0.0001577466,0.002576118,0.02888169,0.0005898406,0.001847959,0.0002605066,0.00009126181,0.0001953348,0.003053861,0.9622592,0.00002449366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006261565,0.9989545,0.00002278585,0.000503794,0.0001235079,0.000001835955,0.000008251927,0.00000180665,0.0003208051],"genre_scores_gemma":[0.0005593445,0.9987828,0.00005349755,0.0002587556,0.0001337955,0.000002499984,0.0000120322,3.824092e-7,0.0001969209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004166762,"threshold_uncertainty_score":0.0139392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053165307651807,"score_gpt":0.3901312887175378,"score_spread":0.2848147579523571,"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."}}