{"id":"W2115814773","doi":"10.1093/ndt/gfn114","title":"Serum cystatin C performs similarly to traditional markers of kidney function in the evaluation of donor kidney function prior to and following unilateral nephrectomy","year":2008,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fondation pour la Recherche Médicale","keywords":"Renal function; Medicine; Nephrectomy; Cystatin C; Urology; Creatinine; Kidney; Kidney transplantation; Kidney disease; Urine; 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":[0.003082297,0.0004090288,0.0006103351,0.0009148725,0.0002313189,0.0009582919,0.0003380331,0.0006417484,0.0006628559],"category_scores_gemma":[0.008585648,0.0001377042,0.0003184558,0.0006912331,0.0005070302,0.0006504987,0.0004221764,0.0003452436,0.0002912317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394863,"about_ca_system_score_gemma":0.0003776557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409262,"about_ca_topic_score_gemma":0.002025574,"domain_scores_codex":[0.998544,0.0006155468,0.0001969572,0.000231923,0.0002962105,0.000115459],"domain_scores_gemma":[0.9955412,0.002035087,0.00111964,0.0002959595,0.0006278792,0.000380257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008758688,0.00006091576,0.9746148,0.0000665996,0.00007778491,0.0001391302,0.0001575068,0.0002637995,0.003816544,0.00003686344,0.00008967497,0.01980044],"study_design_scores_gemma":[0.00001795478,0.001125825,0.989023,0.00004443181,0.0001033928,0.001784491,0.0002333936,0.001882234,0.005017956,0.00008010893,0.0006686547,0.00001860058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930373,0.002730333,0.002230223,0.00006083434,0.00003305324,0.00005709955,0.0001955521,0.00003041582,0.001625187],"genre_scores_gemma":[0.9985213,0.0002573426,0.0009583197,0.00002612577,0.00001524606,0.000009079728,0.00008588994,0.000004210161,0.0001225907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003082297,"threshold_uncertainty_score":0.01630092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504910211639049,"score_gpt":0.2615025245854125,"score_spread":0.236453422469022,"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."}}