{"id":"W3010940211","doi":"10.1136/gutjnl-2019-iddfabstracts.164","title":"IDDF2019-ABS-0143 Association between bariatric surgery and macrovascular disease outcomes in patients with type 2 diabetes and severe obesity: a meta-analysis of cohort studies","year":2019,"lang":"en","type":"article","venue":"Clinical Gastroenterology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Meta-analysis; Macrovascular disease; Type 2 diabetes; Diabetes mellitus; Hazard ratio; Type 2 Diabetes Mellitus; Obesity; Relative risk; Internal medicine; Confidence interval; Endocrinology","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":[0.01029702,0.001569175,0.008373542,0.005901429,0.0005661322,0.003191298,0.00157184,0.002502338,0.02543906],"category_scores_gemma":[0.01939808,0.0009439745,0.01828182,0.007978346,0.0003577745,0.001143927,0.001215996,0.001214582,0.002008271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270899,"about_ca_system_score_gemma":0.002986028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747574,"about_ca_topic_score_gemma":0.009647124,"domain_scores_codex":[0.9938146,0.002702064,0.002016391,0.0005061174,0.0006911767,0.0002696502],"domain_scores_gemma":[0.9910357,0.006235754,0.001214841,0.0003508272,0.000964115,0.0001987675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00733406,0.0001229006,0.02349834,0.4276423,0.4923977,0.0005400532,0.0001126088,0.0004868242,0.0008036891,0.0006130306,0.01354513,0.03290324],"study_design_scores_gemma":[0.004751422,0.0005150734,0.02767978,0.0552594,0.8848382,0.0003540344,0.00009056814,0.0005250124,0.0003154089,0.0008287877,0.02477479,0.00006747896],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02146646,0.9269581,0.003853934,0.004331802,0.003065231,0.00390385,0.03032422,0.0002978986,0.005798415],"genre_scores_gemma":[0.2980677,0.625838,0.01337774,0.007900912,0.003198794,0.01295206,0.03037873,0.0002499661,0.008036178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02543906,"threshold_uncertainty_score":0.08510214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035876702262973,"score_gpt":0.3087937270313943,"score_spread":0.2684349600087646,"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."}}