{"id":"W4392197306","doi":"10.1111/cch.13237","title":"Obesity and risk of depressive disorder in children and adolescents: A meta‐analysis of observational studies","year":2024,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Observational study; Meta-analysis; Obesity; Psychology; Major depressive disorder; Medicine; Clinical psychology; Psychiatry; Internal medicine; Cognition","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":[0.0001532251,0.0001266545,0.0007649719,0.0001839009,0.0000723132,0.000006139304,0.00002358421,0.00003492168,0.000002562539],"category_scores_gemma":[0.00004888658,0.0000949127,0.00006777066,0.0002999994,0.00008559766,0.00005251367,0.0001047606,0.0001367395,1.606938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000447554,"about_ca_system_score_gemma":0.0001676556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002761898,"about_ca_topic_score_gemma":0.0006430594,"domain_scores_codex":[0.9990472,0.00005701862,0.0002917624,0.000276228,0.0001938379,0.0001339734],"domain_scores_gemma":[0.9995163,0.00008226609,0.0000925916,0.00008745729,0.00009108878,0.0001302935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001524009,0.0003637125,0.9765234,0.001413306,0.01293281,9.951e-7,0.003536554,0.000003882908,2.964233e-7,0.00007405065,0.00001223144,0.00512349],"study_design_scores_gemma":[0.0004717496,0.00007230938,0.9930187,0.0002477567,0.005374759,0.000002265438,0.000571847,0.00003826577,0.00003933776,0.0000580337,0.00003037701,0.00007455351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8901898,0.1091348,0.00001748291,0.0002561208,0.00001360262,0.0003099087,0.00005910171,0.000009348082,0.000009751709],"genre_scores_gemma":[0.9915017,0.007758327,0.0004500699,0.0001883197,0.00001198971,0.00001671264,0.00006329268,0.00000608355,0.000003538722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013765,"threshold_uncertainty_score":0.3870427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369700156834842,"score_gpt":0.3252570242412499,"score_spread":0.2882870085577657,"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."}}