{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01678403,0.003220719,0.01576485,0.006162713,0.0005560701,0.003719787,0.001801094,0.001828734,0.001899021],"category_scores_gemma":[0.03522636,0.001865257,0.05257047,0.006660289,0.0005859687,0.00127853,0.001281699,0.001912497,0.0001814027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842612,"about_ca_system_score_gemma":0.001783873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005553071,"about_ca_topic_score_gemma":0.007547773,"domain_scores_codex":[0.9882472,0.0063539,0.003024418,0.001200724,0.0008731627,0.0003005574],"domain_scores_gemma":[0.9809326,0.0136844,0.003141246,0.001022465,0.001022273,0.0001970237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001582908,0.00002146808,0.007854983,0.05251958,0.9335082,0.00007181384,0.00003206346,0.0005021316,0.0001589143,0.00005550439,0.0001552649,0.003537256],"study_design_scores_gemma":[0.0003337187,0.0001391268,0.004898195,0.003982111,0.9898081,0.0000586557,0.00001998437,0.0001996142,0.000086803,0.00007868891,0.0003835942,0.00001145522],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02234906,0.9741555,0.001548045,0.0001950327,0.0002750171,0.0003853783,0.0008105182,0.00004026811,0.0002411037],"genre_scores_gemma":[0.4491438,0.5401088,0.006008171,0.0007774062,0.0004559856,0.001599297,0.001494897,0.00005414619,0.0003576141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01678403,"threshold_uncertainty_score":0.08876348,"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."}}