{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002625767,0.0006663945,0.001782042,0.001195882,0.0017311,0.004333009,0.001035086,0.007734349,0.008564203],"category_scores_gemma":[0.003971476,0.0002958056,0.0006861473,0.0009868612,0.005653919,0.01000629,0.002371229,0.01441153,0.001689779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922333,"about_ca_system_score_gemma":0.001854527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130283,"about_ca_topic_score_gemma":0.002797146,"domain_scores_codex":[0.9990944,0.0003345798,0.00006602048,0.0001385214,0.0002248843,0.0001416834],"domain_scores_gemma":[0.9969603,0.001341448,0.00027721,0.0001406468,0.0005324659,0.0007479398],"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":[0.001370142,0.0003582026,0.005841628,0.003078772,0.0002705242,0.003039048,0.001623301,0.0003957564,0.001892776,0.1824327,0.3994995,0.4001975],"study_design_scores_gemma":[0.0001055083,0.0003082268,0.006851663,0.004874652,0.0001172659,0.005092085,0.003043328,0.0003571036,0.0004386124,0.3010592,0.677611,0.0001413877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002760502,0.6413376,0.0005430898,0.3386833,0.0123568,0.000005092712,0.0001004578,0.00004707346,0.004166069],"genre_scores_gemma":[0.05637207,0.7035119,0.0009250526,0.1704794,0.06258306,0.00002004477,0.0001364807,0.00004637308,0.005925649],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008564203,"threshold_uncertainty_score":0.0286501,"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."}}