{"id":"W4416296095","doi":"10.3390/children12111556","title":"The Edmonton Obesity Staging System for Pediatrics (EOSS-P) in Mexican Children and Adolescents Living with Obesity: Beyond BMI Obesity Classes","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundación Gonzalo Río Arronte","keywords":"Obesity; Logistic regression; Odds; Stage (stratigraphy); Odds ratio; Childhood obesity; Public health","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":[0.001470447,0.0004905412,0.000235965,0.001903299,0.0003635676,0.0004291596,0.0003559215,0.0001935598,0.001530761],"category_scores_gemma":[0.001880357,0.0001686825,0.0004506237,0.001314746,0.000239792,0.00033308,0.0006688343,0.0006121898,0.0001059611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285525,"about_ca_system_score_gemma":0.0008539944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009879155,"about_ca_topic_score_gemma":0.01637564,"domain_scores_codex":[0.9995808,0.0001476338,0.00005142457,0.00006184563,0.00008203684,0.00007624537],"domain_scores_gemma":[0.9990035,0.000125802,0.0005914356,0.0000354384,0.0001247692,0.0001191582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006447187,0.00002299254,0.9929998,0.00002928984,0.00002336658,0.00006620981,0.0001146232,0.0001004184,0.00008375095,0.0001333031,0.0006749291,0.005686747],"study_design_scores_gemma":[0.00001015612,0.00005823977,0.9973735,0.00008269319,0.00003155968,0.0001925581,0.0003536729,0.0005495903,0.00008453246,0.0001018894,0.001157194,0.000004404026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908993,0.00152291,0.001445188,0.0003876195,0.00005766594,0.00014937,0.002387672,0.00002291353,0.003127297],"genre_scores_gemma":[0.9890488,0.001195079,0.005064209,0.00006158532,0.00004829653,0.0003818118,0.003599872,0.00001133865,0.0005888729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009879155,"threshold_uncertainty_score":0.01964331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004745980633316009,"score_gpt":0.2339431808863471,"score_spread":0.2291972002530311,"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."}}