{"id":"W2129601349","doi":"10.1097/med.0000000000000074","title":"Early diabetic nephropathy in type 1 diabetes","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Endocrinology Diabetes and Obesity","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Diabetic nephropathy; Diabetes mellitus; Nephropathy; Glycemic; Kidney disease; Internal medicine; Type 2 diabetes; Endocrinology; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003030786,0.0007930796,0.003346149,0.0008807008,0.00007757822,0.0000457344,0.0002923775,0.0004529763,0.0001011057],"category_scores_gemma":[0.0004133439,0.0006910642,0.0004152083,0.000699445,0.0003542229,0.0001137229,0.0003639903,0.001247356,0.0001682187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453399,"about_ca_system_score_gemma":0.0004252187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001370812,"about_ca_topic_score_gemma":0.000003574173,"domain_scores_codex":[0.9957584,0.0004193692,0.001094453,0.001068934,0.0002450687,0.001413795],"domain_scores_gemma":[0.997969,0.0005223331,0.000309896,0.000691489,0.00007309332,0.0004342381],"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":[0.000007259586,0.0004821954,0.4024449,0.04206459,0.00008726621,0.000005868484,0.00003468837,1.938923e-7,5.849511e-7,0.0002039851,0.0009253003,0.5537432],"study_design_scores_gemma":[0.001861682,0.0004120935,0.111472,0.03188309,0.0004989257,0.000004714208,0.000008421948,0.00005309611,0.000003289897,0.0003158931,0.8527596,0.0007271948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.146104,0.8496175,3.590675e-7,0.00005069637,0.002994262,0.001021837,0.00005069081,0.00007731901,0.00008323239],"genre_scores_gemma":[0.007904699,0.9905271,0.00001721422,0.00008167965,0.000572539,0.00025204,0.0005455632,0.0000756994,0.00002349664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8518343,"threshold_uncertainty_score":0.999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04371337882927925,"score_gpt":0.3456928827385989,"score_spread":0.3019795039093197,"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."}}