{"id":"W2470534978","doi":"10.2337/diabetes.51.5.1572","title":"The Early Natural History of Nephropathy in Type 1 Diabetes","year":2002,"lang":"en","type":"article","venue":"Diabetes","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Research Resources; Medical Research Council; NIH Clinical Center; National Institutes of Health; Medical Research Council Canada; Deutsches Krebsforschungszentrum","keywords":"Medicine; Renal function; Diabetic nephropathy; Diabetes mellitus; Nephropathy; Type 2 diabetes; Internal medicine; Effective renal plasma flow; Urology; Filtration fraction; Blood pressure; Endocrinology; Renal blood flow","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000163904,0.0001484969,0.0002992836,0.0001002494,0.000035091,0.00001060328,0.0001422213,0.00006509913,0.0003393032],"category_scores_gemma":[0.0004404034,0.0001040527,0.0001192212,0.0002223325,0.0002311654,0.00009137523,0.00004353986,0.0001953569,0.0001083594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302518,"about_ca_system_score_gemma":0.0001136278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001618013,"about_ca_topic_score_gemma":0.000003564724,"domain_scores_codex":[0.9988164,0.00004821464,0.0002815528,0.0001938777,0.0002310987,0.0004288536],"domain_scores_gemma":[0.9990523,0.0002757872,0.00008099642,0.0003683555,0.00008913516,0.0001333652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003510233,0.0003223157,0.864261,0.0002109585,0.0001243805,0.000009212054,0.0007912323,0.000001059406,0.03748861,0.0002570754,0.07297394,0.02352518],"study_design_scores_gemma":[0.003674441,0.0008475056,0.7829056,0.0005344113,0.0002569053,6.921918e-7,0.0001684177,0.004886232,0.02799129,0.0006026453,0.177596,0.0005358623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898257,0.09625781,2.46998e-8,0.0004738939,0.000558031,0.0001678259,0.000004415183,0.00003883707,0.004242207],"genre_scores_gemma":[0.9959758,0.0003495091,0.00002190028,0.0007579723,0.0001306652,0.00001944085,0.0000119803,0.000022559,0.002710158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104622,"threshold_uncertainty_score":0.4243148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183619504660821,"score_gpt":0.213409855085285,"score_spread":0.2015736600386767,"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."}}