{"id":"W3003120612","doi":"10.1016/j.jad.2020.01.154","title":"Obesity increases the risk of depression in children and adolescents: Results from a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Science and Technology Major Project of Guangxi; National Major Science and Technology Projects of China; Universidade de Macau","keywords":"Overweight; Meta-analysis; Depression (economics); Medicine; Obesity; Cochrane Library; Major depressive disorder; PsycINFO; Internal medicine; MEDLINE; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.001272576,0.0004455784,0.009444166,0.000279745,0.00004992921,0.00002055992,0.0002309306,0.0001392904,0.000006813272],"category_scores_gemma":[0.003887824,0.0002149113,0.00240067,0.0009201211,0.0001351314,0.0001280809,0.0001831099,0.000962819,0.000001136716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000757836,"about_ca_system_score_gemma":0.00009105258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314573,"about_ca_topic_score_gemma":0.0002947437,"domain_scores_codex":[0.9949611,0.002698638,0.00129026,0.0003959586,0.0005068523,0.0001471992],"domain_scores_gemma":[0.9943166,0.001736974,0.003199064,0.0004269511,0.0001572241,0.0001631766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001181165,0.004448818,0.1059983,0.5591024,0.3219045,0.00001661437,0.0001415879,0.000002244593,1.573602e-7,0.000002569083,0.00009229,0.008172416],"study_design_scores_gemma":[0.0006761281,0.0001706747,0.2014056,0.06697401,0.7304705,0.00002726953,0.00002709838,0.000003667314,3.520614e-7,0.00006850366,0.00003550856,0.0001406213],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01189344,0.9848646,0.00001004096,0.0000931797,0.000008786048,0.002701654,0.0004144775,0.000004619181,0.000009211427],"genre_scores_gemma":[0.2064248,0.793412,0.00001699631,0.00005597516,0.000026097,0.00002083274,0.00002180323,0.00001989563,0.000001596627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4921284,"threshold_uncertainty_score":0.8763829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698852580544356,"score_gpt":0.3011005852597212,"score_spread":0.2841120594542776,"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."}}