{"id":"W2170751336","doi":"10.4212/cjhp.v68i2.1436","title":"Rapid Reduction in Use of Antidiabetic Medication after Laparoscopic Sleeve Gastrectomy: The Newfoundland and Labrador Bariatric Surgery Cohort (BaSCo) Study","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"Newfoundland and Labrador Centre for Applied Health Research","keywords":"Medicine; Dyslipidemia; Sleeve gastrectomy; Surgery; Type 2 diabetes; Diabetes mellitus; Type 2 Diabetes Mellitus; Cohort; Prospective cohort study; Gastrectomy; Cohort study; General surgery; Weight loss; Internal medicine; Obesity; Cancer; Gastric bypass","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009335833,0.0003150933,0.0004177183,0.0007899258,0.0008163163,0.00095494,0.0006628026,0.0005051238,0.001594364],"category_scores_gemma":[0.001328242,0.0004050061,0.0005832231,0.00122534,0.0004034537,0.0007203179,0.0007595949,0.0008695128,0.0002591182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675823,"about_ca_system_score_gemma":0.001655682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2459113,"about_ca_topic_score_gemma":0.4283616,"domain_scores_codex":[0.9993967,0.0001012943,0.00004590422,0.0001425859,0.0001338676,0.0001796863],"domain_scores_gemma":[0.9983589,0.0001094495,0.0007114506,0.0001383577,0.0002402753,0.0004414933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00013541,0.00003484478,0.9989756,0.000004740492,0.00004833343,0.00003447129,0.0000464401,0.0000115097,0.0000675107,0.000007107728,0.0002569919,0.0003770615],"study_design_scores_gemma":[0.00001349291,0.00003167914,0.9996291,0.000005873946,0.0000185662,0.00003435844,0.0001084586,0.00003964462,0.000008230878,0.000002300869,0.0001058228,0.000002449293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972669,0.0002248445,0.00004218676,0.0001372482,0.00001530276,0.00002569261,0.00174842,0.000004161373,0.0005352076],"genre_scores_gemma":[0.9971482,0.0001937592,0.00007644976,0.0001293921,0.00002071512,0.00002782741,0.001962556,0.000004228603,0.0004369394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7540888,"threshold_uncertainty_score":0.4889598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544058067381703,"score_gpt":0.2731037521585762,"score_spread":0.2376631714847592,"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."}}