{"id":"W3029087052","doi":"10.3389/fendo.2020.00289","title":"Metabolic Surgery to Treat Obesity in Diabetic Kidney Disease, Chronic Kidney Disease, and End-Stage Kidney Disease; What Are the Unanswered Questions?","year":2020,"lang":"en","type":"review","venue":"Frontiers in Endocrinology","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Servier; European Foundation for the Study of Diabetes; Vetenskapsrådet; Science Foundation Ireland; Health Research Board; Canadian Institute for Theoretical Astrophysics; Health Service Executive; Wellcome Trust; Medical Research Council; Wellcome","keywords":"Medicine; Kidney disease; Diabetes mellitus; Kidney transplantation; Nephrology; Transplantation; Diabetic nephropathy; Population; Internal medicine; End stage renal disease; Kidney; Disease; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00342206,0.0005232677,0.001145537,0.001105447,0.0006469052,0.002595565,0.001059268,0.003030719,0.00933968],"category_scores_gemma":[0.008716723,0.0002024535,0.001074774,0.001156606,0.001297936,0.003430719,0.0009959181,0.004236312,0.002580329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007591271,"about_ca_system_score_gemma":0.002981557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580066,"about_ca_topic_score_gemma":0.004039142,"domain_scores_codex":[0.9987369,0.0006070735,0.0001915621,0.0001012806,0.0002748514,0.00008831338],"domain_scores_gemma":[0.9946921,0.002719575,0.0007039133,0.0001934507,0.001139989,0.0005509488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004432921,0.0003794859,0.002208453,0.008949222,0.000309954,0.0003538028,0.0002512581,0.0001694581,0.0002881051,0.009658148,0.1413115,0.8356774],"study_design_scores_gemma":[0.0003996514,0.0007057627,0.009783932,0.0354989,0.0007559009,0.003324493,0.001380095,0.0005066933,0.0003376676,0.02491715,0.9222611,0.0001286977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001125087,0.8507872,0.0006350676,0.1306784,0.01277436,0.00003284834,0.0001062627,0.00004029721,0.003820518],"genre_scores_gemma":[0.009966061,0.9181001,0.002491748,0.03097652,0.0358087,0.00009959809,0.0001504452,0.00003420685,0.002372554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00933968,"threshold_uncertainty_score":0.0312444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533547539645084,"score_gpt":0.2835849850978604,"score_spread":0.2582495097014095,"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."}}