{"id":"W4410261724","doi":"10.1530/endoabs.110.p658","title":"Assessing how the edmonton obesity staging system for pediatrics (EOSS-P) in childhood relates to mental health outcomes 7 years later: findings from the quality cohort","year":2025,"lang":"en","type":"article","venue":"Endocrine Abstracts","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Mental health; Pediatrics; Obesity; Childhood obesity; Gerontology; Psychiatry; Overweight; Internal medicine","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":[0.003854366,0.000755198,0.0006110971,0.001315347,0.001760201,0.00249106,0.001657031,0.001356023,0.001860054],"category_scores_gemma":[0.007871373,0.0008105946,0.002458923,0.002307943,0.0007616723,0.001849189,0.003195198,0.003107048,0.000393016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241042,"about_ca_system_score_gemma":0.003502776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2566172,"about_ca_topic_score_gemma":0.2968694,"domain_scores_codex":[0.9978992,0.0004550501,0.0001280472,0.0005114318,0.0003961731,0.0006101922],"domain_scores_gemma":[0.9952506,0.0004900717,0.001819461,0.0004938631,0.0009839871,0.0009618991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002626517,0.00003928969,0.9986594,0.000003549554,0.00009393639,0.00001603539,0.0002088626,0.00002270747,0.00003050282,0.00003917327,0.0003039782,0.0005563471],"study_design_scores_gemma":[0.000003683047,0.00003144491,0.9989164,0.00001194409,0.00005200543,0.00002436769,0.000600638,0.00006438205,0.0000284832,0.00002649276,0.0002353091,0.000004903739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995142,0.0003773762,0.0002135433,0.0004135075,0.00006667725,0.00002363757,0.003089338,0.000007323136,0.0006666116],"genre_scores_gemma":[0.9936138,0.0004891806,0.0002821187,0.0002126192,0.00004807166,0.00006282032,0.003932112,0.00002362043,0.001335581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7433828,"threshold_uncertainty_score":0.5102471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847223886452583,"score_gpt":0.4130280716793621,"score_spread":0.3745558328148363,"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."}}