{"id":"W2917786427","doi":"10.1016/j.ekir.2019.02.010","title":"Estimating GFR by Serum Creatinine, Cystatin C, and β2-Microglobulin in Older Adults: Results From the Canadian Study of Longevity in Type 1 Diabetes","year":2019,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"British Association for Psychopharmacology; Canadian Diabetes Association; National Institute of Diabetes and Digestive and Kidney Diseases; Juvenile Diabetes Research Foundation Canada; Morris Animal Foundation","keywords":"Medicine; Renal function; Cystatin C; Creatinine; Longevity; Beta-2 microglobulin; Internal medicine; Diabetes mellitus; Urology; Endocrinology; Gerontology","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":[0.0004577368,0.000150068,0.0002986405,0.000129346,0.00002956395,0.00003175143,0.000100684,0.00007136122,0.0003235722],"category_scores_gemma":[0.00420456,0.0001196896,0.00003312936,0.0001851113,0.00004110393,0.00009858837,0.00006152167,0.0001965179,0.000009404196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205372,"about_ca_system_score_gemma":0.0007198238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1922029,"about_ca_topic_score_gemma":0.08127341,"domain_scores_codex":[0.9982514,0.00005517964,0.0007006738,0.0004022245,0.0003603188,0.0002302183],"domain_scores_gemma":[0.99865,0.0002760611,0.0002828811,0.0003304216,0.0001585052,0.0003021281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170601,0.0003433278,0.9854007,0.00003563458,0.00007263758,0.0001477043,0.001524184,0.00002380773,0.0001669219,0.000003367943,0.01066409,0.00150054],"study_design_scores_gemma":[0.004019896,0.0001450441,0.9881863,0.001072421,0.00003854578,0.00001002365,0.000754312,0.003871719,0.00035899,0.00007903282,0.001334672,0.0001290622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940862,0.0004136794,3.623911e-7,0.002227294,0.0003755646,0.0007047345,0.0005069644,0.0000117291,0.001673458],"genre_scores_gemma":[0.9975947,0.00001279126,0.0002099106,0.001019419,0.00006891519,0.00002084361,0.0008156469,0.00001582174,0.0002419101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109294,"threshold_uncertainty_score":0.935491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005897337501316059,"score_gpt":0.2523594073205175,"score_spread":0.2464620698192014,"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."}}