{"id":"W4318485053","doi":"10.2337/dc22-1952","title":"Endoscopic Duodenal-Jejunal Bypass Liner Treatment for Type 2 Diabetes and Obesity: Glycemic and Cardiovascular Disease Risk Factor Improvements in 1,022 Patients Treated Worldwide","year":2023,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Risk factor; Glycemic; Internal medicine; Obesity; Disease; Gastroenterology; Surgery; 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":[0.0003874102,0.0002002337,0.0003366871,0.0002912426,0.0001880702,0.0006077747,0.000189398,0.0003445088,0.001145586],"category_scores_gemma":[0.0006930752,0.0001030932,0.0004896979,0.0009874179,0.0001573834,0.0004589632,0.000307639,0.0005717776,0.0001234059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575179,"about_ca_system_score_gemma":0.0005820262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00709944,"about_ca_topic_score_gemma":0.01561072,"domain_scores_codex":[0.9997961,0.00005997835,0.00001806222,0.00003107976,0.00004652415,0.00004826331],"domain_scores_gemma":[0.9997348,0.00003789006,0.0001176594,0.00001228351,0.00003170374,0.00006572509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002091093,0.0008138368,0.8647768,0.0001932342,0.0007217632,0.0002545701,0.000129714,0.0002175757,0.001857629,0.0001691051,0.002802868,0.1259718],"study_design_scores_gemma":[0.0001043337,0.0002466145,0.9974939,0.00003571367,0.0002233955,0.0001582553,0.0002696121,0.0001784898,0.0001018367,0.00004315469,0.001139323,0.000005398394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817183,0.01384441,0.0001687917,0.001250161,0.0001031464,0.00001130068,0.000490812,0.00001611294,0.00239696],"genre_scores_gemma":[0.9895767,0.008389521,0.0002908499,0.0004871967,0.0001297533,0.000008987586,0.0006449106,0.000005384831,0.0004668419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00709944,"threshold_uncertainty_score":0.01411623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591616556714985,"score_gpt":0.2472021096421649,"score_spread":0.231285944075015,"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."}}