{"id":"W4413813120","doi":"10.1016/s2215-0366(25)00193-2","title":"Clinical management of major depressive disorder with comorbid obesity","year":2025,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Universität zu Köln; Universitätsklinikum Jena; Fraunhofer-Gesellschaft; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Comorbidity; Major depressive disorder; Obesity; Medicine; MEDLINE; Depression (economics); Psychiatry; Internal medicine; 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":[0.001098689,0.0006013463,0.001358779,0.001050725,0.0002150337,0.000853216,0.0008227081,0.0007891899,0.001888809],"category_scores_gemma":[0.003118325,0.0001986988,0.00100724,0.0009569962,0.0002274891,0.0004081849,0.0005786852,0.000911009,0.0004585191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490978,"about_ca_system_score_gemma":0.001862005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002918208,"about_ca_topic_score_gemma":0.007948007,"domain_scores_codex":[0.9994876,0.0002141692,0.0001182203,0.00004234078,0.0001037494,0.00003389925],"domain_scores_gemma":[0.9992352,0.0004218608,0.0001646386,0.00001436847,0.0001278609,0.00003622594],"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":[0.0002372284,0.00006019768,0.0008363067,0.08857143,0.001150135,0.0002287043,0.00009402489,0.0002358289,0.000306965,0.001137265,0.02249637,0.8846455],"study_design_scores_gemma":[0.001005714,0.0007069478,0.02318934,0.2255818,0.006344215,0.006677812,0.0007402344,0.0005022989,0.0008094679,0.005435081,0.7289185,0.00008854466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002313054,0.9986252,0.00005883454,0.0004336458,0.0001132452,0.00001401358,0.00002560521,0.000002838598,0.0004953076],"genre_scores_gemma":[0.003376221,0.9955799,0.0002376616,0.0004473156,0.0001494529,0.00002074512,0.00005648813,8.786956e-7,0.0001313422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002918208,"threshold_uncertainty_score":0.006318688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628148349636742,"score_gpt":0.3901630354769212,"score_spread":0.3438815519805538,"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."}}