{"id":"W2946190892","doi":"10.2215/cjn.14831218","title":"Early Glomerular Hyperfiltration and Long-Term Kidney Outcomes in Type 1 Diabetes","year":2019,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; University Health Network; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Hospital for Sick Children","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Glomerular hyperfiltration; Interquartile range; Renal function; Urology; Hazard ratio; Diabetes mellitus; Confidence interval; Internal medicine; Surgery; Endocrinology; Diabetic nephropathy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913277,0.0003781623,0.0003278124,0.000609456,0.0003613165,0.0009728692,0.0005033728,0.0006909019,0.001663474],"category_scores_gemma":[0.004029338,0.0002464804,0.0006047059,0.0009110481,0.0003503068,0.0005974291,0.0006733493,0.001565129,0.0001368657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003565496,"about_ca_system_score_gemma":0.0004402967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00366731,"about_ca_topic_score_gemma":0.003655655,"domain_scores_codex":[0.9994967,0.0001567854,0.00004702845,0.0001022271,0.00007534866,0.0001218778],"domain_scores_gemma":[0.9938244,0.001247689,0.003406872,0.0002766281,0.0003043156,0.0009400042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002804793,0.00004704856,0.998295,0.00001212749,0.00006482067,0.0000389459,0.00002210396,0.0000966732,0.00004812288,0.0000166637,0.0000508008,0.001027212],"study_design_scores_gemma":[0.00001051096,0.0001224765,0.9988907,0.00001404013,0.00009075023,0.0001536724,0.00003975442,0.0004202655,0.00005841443,0.00008112322,0.0001122737,0.000005976232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971175,0.001763407,0.0001976278,0.0001536594,0.00002151545,0.000005486369,0.0003443447,0.000005886721,0.000390474],"genre_scores_gemma":[0.9990441,0.0003695014,0.0001323581,0.00003331418,0.00004586834,0.000005128314,0.0002136191,0.000001809119,0.0001541987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00366731,"threshold_uncertainty_score":0.01011848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216026608017897,"score_gpt":0.3310773337213576,"score_spread":0.3094746729195679,"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."}}