{"id":"W2563172289","doi":"10.2337/dbi16-0056","title":"Back to the Future: Glomerular Hyperfiltration and the Diabetic Kidney","year":2016,"lang":"en","type":"letter","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Providence Health Care","keywords":"Medicine; Glomerular hyperfiltration; Clinical trial; Mechanism (biology); Kidney; Disease; Diabetic nephropathy; Internal medicine; Intensive care medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003255595,0.0003840941,0.0005370916,0.0001045479,0.0001492678,0.0001176144,0.000251269,0.0002485326,0.0003888336],"category_scores_gemma":[0.00007913496,0.0001587367,0.0001824977,0.0001687334,0.0002177293,0.00006431328,0.000131397,0.0004118837,0.001100556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005440118,"about_ca_system_score_gemma":0.00003975832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004699605,"about_ca_topic_score_gemma":0.000001060213,"domain_scores_codex":[0.998226,0.0001381228,0.0002536636,0.0004405214,0.000388714,0.0005529621],"domain_scores_gemma":[0.9986251,0.0002548468,0.0001038841,0.0008171752,0.0000629655,0.0001360558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001546411,0.00001438868,0.001835722,0.0002214993,0.0004841312,0.000007807857,0.00008147593,9.038308e-8,0.0000785406,0.0001948498,0.9820641,0.01500198],"study_design_scores_gemma":[0.001779731,0.0001447288,0.0006452532,0.0002691387,0.000895074,8.157338e-7,0.00001795942,0.0000157103,0.0004078093,0.0002069664,0.9954019,0.0002149079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007563537,0.003611627,0.000007781257,0.9781742,0.0009657264,0.001866628,0.00006003655,0.00004591405,0.007704562],"genre_scores_gemma":[0.001838039,0.0004895615,0.0001494466,0.9603065,0.008364839,0.0004578479,0.0003857368,0.00007145232,0.0279366],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02023204,"threshold_uncertainty_score":0.9996772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00673220986257943,"score_gpt":0.2074308117465198,"score_spread":0.2006986018839403,"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."}}