{"id":"W2907961535","doi":"10.4103/jmas.jmas_219_18","title":"Early outcome of bariatric surgery for the treatment of type 2 diabetes mellitus in super-obese Malaysian population","year":2019,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Body mass index; Surgery; Weight loss; Diabetes mellitus; Type 2 Diabetes Mellitus; Obesity; Gastric bypass; Population; Roux-en-Y anastomosis; Sleeve gastrectomy; Gastric bypass surgery; Type 2 diabetes; Blood sugar; 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":[0.0003220482,0.0002095937,0.0002404133,0.0003868583,0.0003364642,0.0004270735,0.0002235474,0.0002837091,0.001394816],"category_scores_gemma":[0.001102564,0.0001375044,0.0004206673,0.0003621842,0.0001769846,0.0003634092,0.0003745785,0.0005643393,0.0001518822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798207,"about_ca_system_score_gemma":0.0003617819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102635,"about_ca_topic_score_gemma":0.003352427,"domain_scores_codex":[0.9997874,0.00005207814,0.00002612228,0.00003145778,0.0000402775,0.00006268913],"domain_scores_gemma":[0.9988081,0.0001158894,0.0006852308,0.00002488284,0.00007651227,0.0002892661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000118581,0.00005672192,0.9975757,0.00002153689,0.00001758327,0.0004506451,0.00006264382,0.00002144835,0.0001417782,0.000006369349,0.00004755852,0.001479444],"study_design_scores_gemma":[0.000002324244,0.0001832496,0.9985085,0.00001563035,0.0000108678,0.0008943271,0.0002183969,0.00004354317,0.00004059386,0.000008302168,0.00007073073,0.000003423214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991648,0.0004152136,0.00002375973,0.00004981291,0.000006020788,0.000005251895,0.0001057435,9.059272e-7,0.0002284447],"genre_scores_gemma":[0.9992866,0.0003147963,0.00004039843,0.00002289575,0.0000129876,0.000005048675,0.0001785542,6.755882e-7,0.0001381004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002102635,"threshold_uncertainty_score":0.00466609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026413245962206,"score_gpt":0.3131803222819859,"score_spread":0.2629161898223638,"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."}}