{"id":"W3135765840","doi":"10.1186/s40842-021-00117-8","title":"The relationship between depression and risk of metabolic syndrome: a meta‐analysis of observational studies","year":2021,"lang":"en","type":"article","venue":"Clinical Diabetes and Endocrinology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Depression (economics); Metabolic syndrome; Meta-analysis; Odds; Cohort study; Internal medicine; Cross-sectional study; Demography; Observational study; Logistic regression; Obesity; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007144985,0.00007669587,0.001295557,0.00006810902,0.0001189134,0.000002232661,0.00002755891,0.00006888779,0.000008537118],"category_scores_gemma":[0.003122096,0.00004692088,0.000365083,0.0002858568,0.0003438433,0.00002092062,0.00009224204,0.0002121002,5.365841e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003918335,"about_ca_system_score_gemma":0.00007758725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002327901,"about_ca_topic_score_gemma":0.00002992819,"domain_scores_codex":[0.9983649,0.0004171457,0.0007000368,0.0002046346,0.0001076493,0.0002056088],"domain_scores_gemma":[0.9880777,0.01122404,0.0002261021,0.0002011553,0.0001358424,0.0001351801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001991909,0.0000348918,0.9721474,0.000139233,0.02217046,0.000002588784,0.00003096743,7.073514e-7,0.000002681991,0.001627296,0.00002552848,0.003798308],"study_design_scores_gemma":[0.0004884336,0.0001317682,0.9258143,0.00001282383,0.07175581,0.000005795954,0.0001293905,0.00001585947,0.00004880828,0.0009390647,0.0006265175,0.0000313925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853686,0.1130038,0.000003476588,0.001325059,0.00007293568,0.0001117034,0.00006301673,0.000004612832,0.00004685991],"genre_scores_gemma":[0.9627536,0.03656078,0.0002947548,0.0002426356,0.00003134407,0.00001857754,0.00003226934,0.00000376258,0.00006225476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07738504,"threshold_uncertainty_score":0.3737667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3158133383518457,"score_gpt":0.4793673369167776,"score_spread":0.163553998564932,"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."}}