{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693595,0.0002137254,0.001593854,0.0009118108,0.00002940182,0.00002337689,0.0001584357,0.0001433002,0.0001945277],"category_scores_gemma":[0.0007995325,0.0001298366,0.0009871974,0.000812298,0.00003819241,0.0003877654,0.00002358188,0.0001423027,0.000003510263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045117,"about_ca_system_score_gemma":0.0002257047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378652,"about_ca_topic_score_gemma":0.00001131399,"domain_scores_codex":[0.9970845,0.0001300085,0.001858021,0.0001684939,0.0004352115,0.0003237608],"domain_scores_gemma":[0.9899814,0.008176927,0.001103896,0.0002830241,0.0003487318,0.0001060555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001597617,0.0005466734,0.9863193,0.0003201852,0.0002563736,0.00002140417,0.000118996,0.00005537774,0.0002004813,0.00001780363,0.0002514415,0.01029433],"study_design_scores_gemma":[0.0008768257,0.0004437757,0.9960083,0.0001625621,0.0003506379,0.00001713079,0.00007477831,0.0001183358,0.00121291,0.00004246788,0.0005727565,0.0001195435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991959,0.00505423,0.000006281816,0.0005988476,0.001952085,0.0003837239,0.00001197528,0.000005730076,0.00002814832],"genre_scores_gemma":[0.9977326,0.001572919,0.00009596501,0.00005470655,0.0004048137,0.000007735193,0.00001066386,0.00002694721,0.00009366724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017479,"threshold_uncertainty_score":0.5294585,"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."}}