{"id":"W4408061357","doi":"10.1038/s41398-025-03289-4","title":"Increased odds of metabolic syndrome among adults with depressive symptoms or antidepressant use","year":2025,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Antidepressant; Odds; Depressive symptoms; Medicine; Psychiatry; Metabolic syndrome; Schizophrenia (object-oriented programming); Odds ratio; Depression (economics); Major depressive disorder; Psychology; Internal medicine; Logistic regression; Obesity; Cognition","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":[0.0003990841,0.0002321105,0.0003664101,0.0004312254,0.000298837,0.0004922443,0.0002267956,0.0004488148,0.001907192],"category_scores_gemma":[0.001748386,0.0002536751,0.0006182106,0.0005722179,0.0001140074,0.0002772475,0.0003119025,0.0007501538,0.0001648207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415378,"about_ca_system_score_gemma":0.0001836978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748899,"about_ca_topic_score_gemma":0.007423473,"domain_scores_codex":[0.9995601,0.0001211617,0.00007353512,0.0001130593,0.00007280856,0.00005940954],"domain_scores_gemma":[0.9993681,0.00008518765,0.0003214366,0.00003664155,0.00008020886,0.0001085107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021397,0.00002254826,0.9974735,0.00002250888,0.000121407,0.00006736779,0.00004673931,0.000007792352,0.0001375382,0.00001707819,0.0001757474,0.001805587],"study_design_scores_gemma":[0.00000880903,0.00004433048,0.9991803,0.00002023143,0.00008616954,0.0002665128,0.00009767483,0.00007514616,0.00002367121,0.00002527062,0.0001692833,0.00000270857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957063,0.002446374,0.0001193139,0.000259542,0.00004573454,0.00001040589,0.0005484213,0.000005386947,0.000858541],"genre_scores_gemma":[0.9984497,0.0007197644,0.00009760555,0.0001317055,0.00004304927,0.000008010133,0.0003175854,0.000001578487,0.0002310798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004748899,"threshold_uncertainty_score":0.009442508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048746968543954,"score_gpt":0.2622606914759343,"score_spread":0.2517732217904947,"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."}}