{"id":"W2236143665","doi":"10.1016/j.soard.2015.12.003","title":"Remission of type 2 diabetes in patients undergoing biliointestinal bypass for morbid obesity: a new surgical treatment","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Biliopancreatic Diversion; Glycemic; Duodenum; Sleeve gastrectomy; Type 2 diabetes; Gastrectomy; Gastric bypass surgery; Surgery; Diabetes mellitus; Duodenal switch; Prospective cohort study; Internal medicine; Insulin; Gastroenterology; Weight loss; Obesity; Gastric bypass; 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":[0.0004129573,0.0001438118,0.0005717687,0.0003793043,0.0002966382,0.0006487157,0.0003026532,0.00040291,0.001608466],"category_scores_gemma":[0.001429725,0.0001044967,0.0005216022,0.0006345729,0.0002100453,0.0005001485,0.000286398,0.0008644732,0.00008676119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003715535,"about_ca_system_score_gemma":0.0007059506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125678,"about_ca_topic_score_gemma":0.003066995,"domain_scores_codex":[0.9997669,0.00005824206,0.00003426919,0.00003464868,0.00005818294,0.00004769654],"domain_scores_gemma":[0.9993598,0.0001395627,0.0002579018,0.00001940483,0.00005636413,0.0001669845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007946955,0.001099897,0.8019512,0.0004553912,0.000324505,0.0003609236,0.0001649895,0.0001021855,0.002285459,0.0004684286,0.001441367,0.1833987],"study_design_scores_gemma":[0.0007841844,0.00183502,0.9911485,0.0001347695,0.00063589,0.001034602,0.000521257,0.0005202376,0.0004004891,0.000413193,0.002552794,0.00001905407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653162,0.02747325,0.0003235922,0.003224958,0.0002852262,0.00003006406,0.0002160005,0.00001505733,0.003115514],"genre_scores_gemma":[0.9907956,0.007124966,0.0004858416,0.0004306023,0.0004392443,0.00001644765,0.0003561618,0.000002774488,0.0003484765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001608466,"threshold_uncertainty_score":0.005380809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965921921684517,"score_gpt":0.2668320530649294,"score_spread":0.2371728338480842,"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."}}