{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238271,0.0003098793,0.000224026,0.0007508569,0.0002659312,0.0006877223,0.0004496237,0.0004160419,0.001432789],"category_scores_gemma":[0.004045189,0.0001670535,0.0004704666,0.001084479,0.000449288,0.0004713464,0.0005533374,0.0009769566,0.0001765289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497751,"about_ca_system_score_gemma":0.0005463616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166297,"about_ca_topic_score_gemma":0.00191939,"domain_scores_codex":[0.9993723,0.0001781684,0.00009651907,0.0001424638,0.0001381257,0.00007256428],"domain_scores_gemma":[0.9960296,0.0007197795,0.002523463,0.0001723067,0.0002347777,0.0003201191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006237641,0.00001743252,0.9990097,0.00001229814,0.0000288175,0.0000181013,0.0000069718,0.00005826198,0.00005594745,0.00001015678,0.00004070897,0.0006790055],"study_design_scores_gemma":[0.000009619353,0.00009999202,0.9985338,0.00001986377,0.00005691997,0.0003140862,0.00004109507,0.0005080668,0.0001669011,0.00006136289,0.0001841237,0.000004104856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969497,0.00106518,0.0003568892,0.0002232398,0.00002168638,0.00001495964,0.000727545,0.000009560921,0.0006312815],"genre_scores_gemma":[0.9991688,0.0002098317,0.0001557214,0.00003810045,0.00002657616,0.00000648117,0.0003427287,0.000001436613,0.00005039813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00166297,"threshold_uncertainty_score":0.006548703,"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."}}