{"id":"W4391934434","doi":"10.1016/j.xkme.2024.100806","title":"Beyond Creatinine: Is Cystatin C the New Global Standard for Estimated Glomerular Filtration Rate Evaluation?","year":2024,"lang":"en","type":"editorial","venue":"Kidney Medicine","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Renal function; Cystatin C; Creatinine; Urology; Medicine; Internal medicine","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":[0.03250718,0.001277541,0.003961958,0.003406435,0.001006552,0.007034635,0.003639172,0.006538503,0.005131844],"category_scores_gemma":[0.06922002,0.000493501,0.001511289,0.004102913,0.005649899,0.01098627,0.003543554,0.01262859,0.00510021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00524319,"about_ca_system_score_gemma":0.008785638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051805,"about_ca_topic_score_gemma":0.006524223,"domain_scores_codex":[0.9823329,0.006447342,0.002116523,0.002572692,0.005883506,0.0006470795],"domain_scores_gemma":[0.961889,0.01050823,0.003575792,0.002197807,0.01882797,0.0030013],"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":[0.001210647,0.0001073606,0.007432645,0.002413494,0.0003713068,0.0002104232,0.0002595076,0.0005250923,0.0007164345,0.04529103,0.2539802,0.6874818],"study_design_scores_gemma":[0.0002082194,0.0004158539,0.009426538,0.01206913,0.0004362729,0.00105673,0.0004577343,0.001724557,0.001243719,0.05685394,0.9157941,0.0003132509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00261708,0.4555518,0.01176135,0.4879462,0.03341278,0.00007056885,0.0007439762,0.0002455592,0.007650667],"genre_scores_gemma":[0.05743654,0.5657071,0.03089535,0.2710953,0.06092122,0.0003670625,0.002558609,0.000559243,0.01045945],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03250718,"threshold_uncertainty_score":0.1719165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092715863571658,"score_gpt":0.3700657758602953,"score_spread":0.3491386172245787,"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."}}