{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003815087,0.0006970642,0.0005847159,0.001134467,0.001318337,0.0008474879,0.0009262176,0.0005132823,0.0006862273],"category_scores_gemma":[0.006091664,0.0002416575,0.0008101422,0.002245889,0.00039416,0.0002780031,0.0007572857,0.0006131858,0.0001791501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006771649,"about_ca_system_score_gemma":0.006291106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9545388,"about_ca_topic_score_gemma":0.9580193,"domain_scores_codex":[0.9980376,0.0002377757,0.0001443001,0.0002931169,0.001031967,0.0002551498],"domain_scores_gemma":[0.9946302,0.0003622751,0.0007505424,0.0002524662,0.003306799,0.0006976456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001747943,0.00003179337,0.9950312,0.0000371186,0.0001490099,0.00001736879,0.0001404144,0.00009116752,0.00005935847,0.00001923291,0.0008060186,0.003442483],"study_design_scores_gemma":[0.00001002736,0.00001981922,0.9993405,0.00001320626,0.00006063999,0.00001360103,0.00006614515,0.0001164579,0.00002499836,0.00000594368,0.0003238965,0.000004837121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873002,0.002078391,0.0002170916,0.0002586646,0.00002924655,0.00007676461,0.008415212,0.00001811549,0.00160643],"genre_scores_gemma":[0.9937696,0.0008182835,0.000399145,0.0001268613,0.0000209163,0.00002598863,0.00433712,0.000006223652,0.0004958203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04546124,"threshold_uncertainty_score":0.0914579,"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."}}