{"id":"W3187579405","doi":"10.1097/ju.0000000000002101.06","title":"MP61-06 USING CYSTATIN C TO PREDICT RENAL FUNCTION POST-NEPHRECTOMY","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Renal function; Cystatin C; Urology; Creatinine; Kidney disease; Kidney; Kidney cancer; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006996702,0.0002095973,0.0002902887,0.001167988,0.0002535948,0.0007999082,0.0003734174,0.0004294166,0.02737496],"category_scores_gemma":[0.001960107,0.0002107759,0.0002240331,0.0008948462,0.00009181081,0.0003650378,0.0005262423,0.0006199669,0.009159152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763642,"about_ca_system_score_gemma":0.0003208328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509449,"about_ca_topic_score_gemma":0.00243947,"domain_scores_codex":[0.9997534,0.0000467707,0.00002848601,0.00002821601,0.0001158189,0.0000272338],"domain_scores_gemma":[0.9988284,0.0001970283,0.0002083071,0.00007197934,0.0004216235,0.0002727791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001173744,0.0005513408,0.6642849,0.000195622,0.00007994485,0.0002418137,0.0000460681,0.0002926207,0.001323705,0.0002357888,0.1467468,0.1848277],"study_design_scores_gemma":[0.0001501095,0.0008651871,0.9447114,0.0003301361,0.0000548473,0.001145047,0.00008220797,0.00139197,0.001740649,0.0002757208,0.04922734,0.00002541356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7085571,0.008195684,0.006056668,0.008826792,0.001636216,0.002079784,0.06514051,0.001717166,0.1977901],"genre_scores_gemma":[0.8313785,0.00752559,0.008540563,0.001900059,0.001347281,0.0007760754,0.04691068,0.0003273951,0.1012938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02737496,"threshold_uncertainty_score":0.09157836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406990366368471,"score_gpt":0.2689029725902337,"score_spread":0.254833068926549,"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."}}