{"id":"W4411389012","doi":"10.1002/oby.24320","title":"Variations in weight loss and glycemic outcomes after sleeve gastrectomy by race and ethnicity","year":2025,"lang":"en","type":"article","venue":"Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health; York University","keywords":"Medicine; Psychosocial; Body mass index; Glycemic; Ethnic group; Socioeconomic status; Glycated hemoglobin; Gerontology; Sleeve gastrectomy; Psychological intervention; Demography; Weight loss; Physical therapy; Diabetes mellitus; Obesity; Internal medicine; Type 2 diabetes; Population; Environmental health; Endocrinology; Gastric bypass; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008188222,0.0001280314,0.0001702066,0.0003012378,0.0002761813,0.0003756901,0.0001965959,0.0002058576,0.001370402],"category_scores_gemma":[0.001563975,0.00007455986,0.0003474187,0.0004019459,0.0001670923,0.0003719346,0.0003603995,0.0003255215,0.0001857022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188829,"about_ca_system_score_gemma":0.0002589991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003089759,"about_ca_topic_score_gemma":0.006067124,"domain_scores_codex":[0.9997503,0.00006482645,0.00002228805,0.00005196988,0.0000488652,0.00006171488],"domain_scores_gemma":[0.9992024,0.0000837779,0.0004738571,0.00004036279,0.00007077854,0.0001288148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002589408,0.00006605854,0.9966185,0.000008122955,0.00007657153,0.00002790939,0.00007243772,0.00003069377,0.0002243482,0.0000150316,0.00006929302,0.002532145],"study_design_scores_gemma":[0.000002389722,0.00007095442,0.9995745,0.000004271686,0.0000116673,0.00003273849,0.0001071292,0.00005078569,0.00004807476,0.00001128269,0.00008486942,0.00000138916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992299,0.0001611827,0.00005015198,0.00004242884,0.000005426946,0.000003532462,0.0001605799,0.000001823296,0.0003449523],"genre_scores_gemma":[0.9995081,0.00005065646,0.00003861569,0.00002284254,0.00000517362,0.000004665809,0.000209359,0.000001213169,0.0001593778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003089759,"threshold_uncertainty_score":0.00614357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00539567351421712,"score_gpt":0.252075586687116,"score_spread":0.2466799131728989,"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."}}