{"id":"W3042614399","doi":"10.1186/s12882-020-01943-1","title":"Renal histology in diabetic nephropathy predicts progression to end-stage kidney disease but not the rate of renal function decline","year":2020,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Banting and Best Diabetes Centre, University of Toronto; Kidney Foundation of Canada; Ontario Ministry of Research and Innovation; American Society of Nephrology","keywords":"Medicine; Renal function; Kidney disease; Nephrology; Internal medicine; Diabetic nephropathy; Proportional hazards model; Biopsy; Nephropathy; Urology; Creatinine; Kidney; Pathology; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001775371,0.0003394739,0.0002764759,0.0005765024,0.0002208878,0.0007062394,0.0003479913,0.0004822904,0.001600274],"category_scores_gemma":[0.004692393,0.0002382928,0.0003457113,0.0005736994,0.0002400276,0.0005137873,0.0003448662,0.0006906936,0.0003092168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537419,"about_ca_system_score_gemma":0.0002432795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136746,"about_ca_topic_score_gemma":0.001390487,"domain_scores_codex":[0.9995825,0.0001639539,0.00004662154,0.0000878318,0.00006891072,0.00005032057],"domain_scores_gemma":[0.9952385,0.00112617,0.002237302,0.0002590147,0.0004197919,0.0007192023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007060763,0.00001147808,0.9994254,0.000001843767,0.00001665372,0.00001085472,0.000004992934,0.00002434549,0.00009496006,0.000002785965,0.00001037856,0.0003257577],"study_design_scores_gemma":[0.000003618457,0.00009122981,0.9990525,0.000002561711,0.00002723321,0.0001925066,0.00002329702,0.0004447013,0.00009854929,0.00001772885,0.00004421306,0.000001762194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990178,0.0002178928,0.0002441528,0.00003251456,0.000006613133,0.000004317845,0.0001429511,0.000006127357,0.0003275831],"genre_scores_gemma":[0.9996172,0.00003743645,0.0001024245,0.000009676315,0.000007727128,0.000001943223,0.0001156461,0.000001263568,0.0001066061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001775371,"threshold_uncertainty_score":0.009389162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188597323966853,"score_gpt":0.2715464040558239,"score_spread":0.2496604308161554,"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."}}