{"id":"W4411604425","doi":"10.1016/j.xkme.2025.101056","title":"Pretransplant Serum Creatinine in Peritoneal Dialysis Patients Predicts Graft Outcomes","year":2025,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; University of Calgary","funders":"Cumming School of Medicine, University of Calgary","keywords":"Peritoneal dialysis; Creatinine; Medicine; Urology; Dialysis; Internal medicine; Renal transplant; Intensive care medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001904965,0.0003174682,0.0008479586,0.0005212354,0.00007036273,0.000008722396,0.0001214726,0.0001358006,0.0005422714],"category_scores_gemma":[0.0003954394,0.0002106587,0.0001443607,0.000648957,0.0001229741,0.00008379609,0.00001816777,0.0002430423,0.00002789111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107183,"about_ca_system_score_gemma":0.0001634015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000443569,"about_ca_topic_score_gemma":0.00006032894,"domain_scores_codex":[0.9979194,0.00006863791,0.0006853854,0.0004156553,0.0005330495,0.0003778891],"domain_scores_gemma":[0.9988765,0.0001482885,0.00009031789,0.0003570061,0.0001088882,0.0004189588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004015215,0.0004898281,0.9940811,0.0005796987,0.0004120524,0.000154884,0.0007102261,0.000002732085,0.0001558954,0.000159046,0.00115319,0.001699811],"study_design_scores_gemma":[0.01780654,0.0004797692,0.9752757,0.002637177,0.0008000757,0.000009849098,0.00005758037,0.0001704025,0.0003643594,0.00006072043,0.002195827,0.0001420081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946104,0.0003135252,0.000271946,0.02247626,0.001044362,0.001321579,0.0003162593,0.0001596798,0.02799237],"genre_scores_gemma":[0.9867039,0.0003792085,0.0002498057,0.004832199,0.00007867681,0.00006941147,0.0008893905,0.00002302008,0.006774338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04059993,"threshold_uncertainty_score":0.8590412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109679339751145,"score_gpt":0.2958982218535442,"score_spread":0.2849302878784297,"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."}}