{"id":"W1986031990","doi":"10.1080/10401230701653377","title":"Should Depressive Syndromes Be Reclassified as “Metabolic Syndrome Type II”?","year":2007,"lang":"en","type":"review","venue":"Annals of Clinical Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":280,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Metabolic syndrome; Comorbidity; Mood disorders; Hypermetabolism; Bioinformatics; Diabetes mellitus; Disease; Medicine; Type 2 diabetes; Neuroscience; Psychology; Internal medicine; Psychiatry; Endocrinology; Biology; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001653811,0.0008824983,0.004673342,0.0005065413,0.0002323289,0.0000563275,0.00186643,0.001398767,0.000840729],"category_scores_gemma":[0.006344822,0.0007063861,0.002693035,0.001581224,0.0007705607,0.0002094267,0.0004666217,0.002007129,0.0006506344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006648934,"about_ca_system_score_gemma":0.001252266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001509816,"about_ca_topic_score_gemma":0.000009037077,"domain_scores_codex":[0.9917619,0.001018418,0.00364739,0.001645428,0.0009935461,0.0009333037],"domain_scores_gemma":[0.9924062,0.003030492,0.002251917,0.001584882,0.0001646368,0.0005618767],"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":[0.000153574,0.001516877,0.00009380534,0.004882135,0.0003770554,0.0001775731,0.00001882119,4.93136e-7,0.000001445092,0.01138687,0.0530888,0.9283025],"study_design_scores_gemma":[0.0004903104,0.0007680597,0.0003370082,0.004481258,0.0002953431,0.0003168448,0.00001394953,7.275098e-7,0.00002126514,0.003535918,0.9890093,0.0007300344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002102507,0.9693937,0.000003275079,0.001703785,0.006844778,0.0009292631,0.0001301646,0.0001695083,0.01872297],"genre_scores_gemma":[0.0008215317,0.9862222,0.0001929298,0.009409663,0.0005454897,0.00002814733,0.00003522245,0.0001529338,0.002591885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9359205,"threshold_uncertainty_score":0.9998976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.542984936507987,"score_gpt":0.5387917777331586,"score_spread":0.004193158774828398,"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."}}