{"id":"W2052155239","doi":"10.1136/jech-2013-203098.8","title":"IMPROVEMENT OF GLYCEMIC CONTROL IN PREDIABETIC AND TYPE 2 DIABETIC PATIENTS UNDERGOING LAPAROSCOPIC SLEEVE GASTRECTOMY (LSG) IN NEWFOUNDLAND AND LABRADOR","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Prediabetes; Glycemic; Type 2 diabetes; Internal medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Population; Surgery; Gastroenterology; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00062235,0.0001678146,0.0003514111,0.0005352007,0.0004611351,0.0005732955,0.0003018441,0.0003051787,0.001339736],"category_scores_gemma":[0.001142821,0.0001497978,0.0004084025,0.0008601213,0.0003253409,0.0004017575,0.0003587705,0.000461376,0.0001420324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374837,"about_ca_system_score_gemma":0.001200076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1076761,"about_ca_topic_score_gemma":0.2542882,"domain_scores_codex":[0.9996283,0.00006626674,0.00003332889,0.00005303085,0.00007201685,0.000147093],"domain_scores_gemma":[0.9987127,0.0001293295,0.0005569452,0.0000285716,0.0001111177,0.0004613721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004427671,0.0001587454,0.9962584,0.000008898566,0.00003253129,0.00008452585,0.00005932941,0.00003540752,0.0001074645,0.000004016709,0.0001747202,0.002633179],"study_design_scores_gemma":[0.00001415864,0.0001898018,0.999471,0.000004573308,0.00001190813,0.0000740818,0.0001046816,0.00003469155,0.00002056048,0.000001289761,0.00007149833,0.000001750756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989873,0.0003506158,0.00001075637,0.00005938025,0.000005618217,0.000007493367,0.0001730492,0.000001451704,0.0004044707],"genre_scores_gemma":[0.9991612,0.0001775843,0.00003618576,0.00007787978,0.000009084525,0.000006092068,0.000319888,5.527497e-7,0.0002115874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.892324,"threshold_uncertainty_score":0.2140986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663814466663333,"score_gpt":0.3136298106119208,"score_spread":0.2869916659452875,"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."}}