{"id":"W4308930021","doi":"10.1016/j.eclinm.2022.101725","title":"Gastric bypass versus best medical treatment for diabetic kidney disease: 5 years follow up of a single-centre open label randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Medicinska Forskningsrådet; Vetenskapsrådet; Science Foundation Ireland; Foreign and Commonwealth Office; Medical Research Council; Sanofi; Novo Nordisk; Health Research Board","keywords":"Medicine; Randomization; Microalbuminuria; Internal medicine; Albuminuria; Glycemic; Quality of life (healthcare); Randomized controlled trial; Diabetes mellitus; Semaglutide; Weight loss; Surgery; Type 2 diabetes; Kidney disease; Obesity; Disease; Insulin; 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":[0.009944401,0.001843007,0.006717257,0.0007150294,0.0008668673,0.002186139,0.001186691,0.003963443,0.007026252],"category_scores_gemma":[0.01116238,0.0009712286,0.006613128,0.0007575185,0.001637186,0.002343817,0.0008604828,0.003096311,0.0007288821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408642,"about_ca_system_score_gemma":0.001658169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296682,"about_ca_topic_score_gemma":0.001970608,"domain_scores_codex":[0.9930153,0.004456851,0.0006272329,0.0009093385,0.0004078802,0.000583333],"domain_scores_gemma":[0.9918902,0.002892324,0.002634679,0.0006165782,0.0005412505,0.001424983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9929646,0.001341354,0.0004790301,0.0006099947,0.00212413,0.00001905739,0.00002407599,0.00009787873,0.000166942,0.00003486896,0.0001519833,0.001986056],"study_design_scores_gemma":[0.9712323,0.02415392,0.001848849,0.0001171232,0.002008467,0.00001831862,0.00001900854,0.0002387956,0.00007120026,0.0001063031,0.0001719346,0.0000138574],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969986,0.01614769,0.001119203,0.001420496,0.001862539,0.005990731,0.001574036,0.00009576023,0.001803383],"genre_scores_gemma":[0.9859253,0.002803247,0.001341324,0.001243142,0.0008914021,0.005792573,0.0009032817,0.00001704113,0.001082813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009944401,"threshold_uncertainty_score":0.05259162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09508404651070884,"score_gpt":0.3673192334515017,"score_spread":0.2722351869407929,"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."}}