{"id":"W4410311518","doi":"10.1111/cob.70022","title":"Ethnic differences in weight loss during a clinical obesity management program","year":2025,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University","keywords":"Medicine; Weight loss; Ethnic group; Obesity; Body mass index; Weight management; Indigenous; Demography; Body weight; Weight change; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01015467,0.0003754284,0.001424633,0.0002544395,0.001248274,0.00002899119,0.0008827433,0.001232242,0.0008748746],"category_scores_gemma":[0.002053263,0.0003292371,0.0004143012,0.0009265449,0.0005071203,0.0003493131,0.001155744,0.004870565,0.002123782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444552,"about_ca_system_score_gemma":0.0005433629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003042918,"about_ca_topic_score_gemma":0.004111902,"domain_scores_codex":[0.9877512,0.005723095,0.003569749,0.001201574,0.0004508046,0.001303614],"domain_scores_gemma":[0.990196,0.007229192,0.0008395388,0.001043035,0.0001883892,0.0005038274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004661361,0.004530572,0.9597999,0.002050021,0.0001110358,0.0001243006,0.0001811899,2.312734e-7,1.906907e-7,0.00405874,0.003119044,0.02555867],"study_design_scores_gemma":[0.003567569,0.0002304589,0.9608747,0.001364255,0.0001224928,6.195276e-7,0.0003628609,0.00008268722,0.00000150884,0.00351193,0.02959581,0.0002850613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961543,0.0007687683,0.00008828533,0.004567082,0.003829994,0.003020042,0.000009977659,0.0003978121,0.02577501],"genre_scores_gemma":[0.9695308,0.0117849,0.001689064,0.003956737,0.0008395559,0.0003885711,0.00001069966,0.00002422409,0.01177551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02647677,"threshold_uncertainty_score":0.999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156863024481938,"score_gpt":0.5825469526496836,"score_spread":0.3668606502014898,"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."}}