{"id":"W2742734641","doi":"10.14341/7928","title":"Evolution of biliopancreatic diversion in the treatment of morbid obesity and type 2 diabetes mellitus","year":2016,"lang":"en","type":"article","venue":"Diabetes Mellitus","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill-Queen's University Press","funders":"","keywords":"Biliopancreatic Diversion; Medicine; Morbid obesity; Anastomosis; Obesity; Diabetes mellitus; Surgery; Duodenal switch; Type 2 Diabetes Mellitus; Type 2 diabetes; Incidence (geometry); Management of obesity; Weight loss; Intensive care medicine; 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":[0.001280122,0.0001891768,0.0003161815,0.0008225702,0.0002595526,0.0007013885,0.0003194663,0.0005066954,0.001472904],"category_scores_gemma":[0.001752554,0.000077732,0.0003786915,0.001024317,0.0004132417,0.0007185853,0.0004272246,0.001370577,0.0002513837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008777806,"about_ca_system_score_gemma":0.001594307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558667,"about_ca_topic_score_gemma":0.003497205,"domain_scores_codex":[0.9995304,0.0001833546,0.00007022614,0.00004636912,0.0001177625,0.00005193126],"domain_scores_gemma":[0.9989867,0.0002085684,0.0002140529,0.00003650189,0.0002821889,0.0002720169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005407269,0.0006563626,0.03794257,0.001173428,0.0001351565,0.002076401,0.0002879587,0.0004509011,0.001268531,0.008008125,0.009764211,0.9376956],"study_design_scores_gemma":[0.0004281459,0.004348975,0.290753,0.005717806,0.0006581757,0.04117612,0.001610993,0.002842626,0.002504142,0.009376655,0.64047,0.00011335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09409522,0.8307269,0.002275513,0.03913538,0.002568627,0.00006149111,0.00008513714,0.00003701048,0.03101477],"genre_scores_gemma":[0.3309219,0.6414239,0.006348494,0.008737117,0.007381838,0.00008061561,0.0001992126,0.00002194006,0.004885005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001558667,"threshold_uncertainty_score":0.006770074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138738297236981,"score_gpt":0.2346459770532119,"score_spread":0.2207721473295138,"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."}}