{"id":"W4411875689","doi":"10.1152/physiol.2025.40.s1.0930","title":"Body composition after bariatric surgery in patients with Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"Physiology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Diabetes mellitus; Medicine; Surgery; Obesity; Composition (language); Internal medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004344,0.0002468574,0.000400436,0.0004259946,0.0005298483,0.0003769597,0.0001192747,0.0003808103,0.002038537],"category_scores_gemma":[0.0007901223,0.000127137,0.0002771042,0.0005105637,0.0001829059,0.0002446444,0.0002863248,0.0006039951,0.0002719492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033653,"about_ca_system_score_gemma":0.0001524164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213197,"about_ca_topic_score_gemma":0.001543131,"domain_scores_codex":[0.9998605,0.00003103905,0.00001391957,0.00002759001,0.000028099,0.00003879078],"domain_scores_gemma":[0.9997212,0.00004210494,0.00008534268,0.00001163906,0.00003278864,0.0001069546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006186714,0.000139645,0.9937149,0.00002677157,0.0000499866,0.0004597871,0.0000782973,0.00003343321,0.0004704321,0.000009541866,0.0001585865,0.004239914],"study_design_scores_gemma":[0.00002346023,0.0004659565,0.998145,0.000009662028,0.00003508074,0.0007713727,0.0001304095,0.00006955439,0.00007246224,0.00001875267,0.0002541439,0.000004209001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982275,0.0008684096,0.00003413052,0.0001017831,0.00003359042,0.00001008736,0.0001121645,0.000003295101,0.0006091317],"genre_scores_gemma":[0.9990321,0.0002759908,0.00004425371,0.00008999501,0.00002939718,0.000008833506,0.0001837546,0.000001032243,0.0003345456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002038537,"threshold_uncertainty_score":0.006819606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005326667712613716,"score_gpt":0.2190887445479344,"score_spread":0.2137620768353207,"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."}}