{"id":"W2124918923","doi":"10.1016/j.semnephrol.2012.07.004","title":"Can Improved Glycemic Control Slow Renal Function Decline at All Stages of Diabetic Nephropathy?","year":2012,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Joslin Diabetes Center","keywords":"Medicine; Glycemic; Diabetes mellitus; Intensive care medicine; Microalbuminuria; Nephropathy; Renal function; Internal medicine; Transplantation; Diabetic nephropathy; Pancreas transplantation; Kidney transplantation; 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":[0.00102431,0.0009241896,0.003005207,0.0009604557,0.0001992359,0.001032094,0.001097837,0.001154548,0.002423298],"category_scores_gemma":[0.001146637,0.0002259502,0.0008469054,0.00112885,0.0005308585,0.001454448,0.0005398201,0.002495481,0.001000569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004194363,"about_ca_system_score_gemma":0.0007740481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071252,"about_ca_topic_score_gemma":0.002461973,"domain_scores_codex":[0.9998206,0.00003502434,0.00003644304,0.00002563352,0.00005766415,0.00002457478],"domain_scores_gemma":[0.9996465,0.0001941628,0.00006067413,0.000009510166,0.00006375067,0.00002532337],"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":[0.0002719945,0.0001030793,0.0003919388,0.01420037,0.0003263305,0.0001536338,0.00003027965,0.0001680929,0.0005430935,0.002081854,0.01705653,0.9646727],"study_design_scores_gemma":[0.0004395818,0.0006108305,0.006974786,0.02125489,0.002235666,0.002523099,0.0002400905,0.000322578,0.0009174318,0.00868472,0.9557085,0.00008789975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00010568,0.9989497,0.00005666831,0.0004525456,0.0002210177,0.000001499568,0.000008991831,0.000004241029,0.0001996532],"genre_scores_gemma":[0.000883544,0.9980726,0.0001496413,0.000402487,0.0003311824,0.000003897793,0.00001622037,0.000001097939,0.0001392009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003005207,"threshold_uncertainty_score":0.008106709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171313087846968,"score_gpt":0.2862262059975317,"score_spread":0.264513075119062,"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."}}