{"id":"W4410187819","doi":"10.1111/petr.70090","title":"Postoperative Dialysis in Fontan Patients Undergoing Heart Transplant: How Predictive is the Pretransplant Serum Creatinine?","year":2025,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Renal function; Dialysis; Creatinine; Internal medicine; Heart transplantation; Hemodialysis; Cardiology; Heart failure; Transplantation; Incidence (geometry); Surgery; Urology","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":[0.001727922,0.0002614033,0.000454375,0.0006188405,0.0002384457,0.0009826837,0.0005357116,0.000655428,0.0007840724],"category_scores_gemma":[0.008156677,0.0001389954,0.0004476541,0.00110628,0.0003046534,0.0007787963,0.0004022292,0.001136549,0.0001398475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976606,"about_ca_system_score_gemma":0.0004354103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188205,"about_ca_topic_score_gemma":0.00181771,"domain_scores_codex":[0.9991786,0.0002778955,0.0001358187,0.0001302301,0.0001914235,0.00008603194],"domain_scores_gemma":[0.9934728,0.002885581,0.002350984,0.0001732062,0.0005160922,0.0006013554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006766587,0.000009256438,0.9980361,0.00001075388,0.00002000745,0.00003052887,0.0000119207,0.00004401099,0.00002550999,0.00001073435,0.00006340902,0.001670128],"study_design_scores_gemma":[0.00001204022,0.0001723462,0.9965985,0.00006519305,0.0001007936,0.0006354902,0.0002091088,0.001492426,0.0001630426,0.00008255836,0.0004618074,0.000006732022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947485,0.003818519,0.0002135482,0.0004373336,0.00003568749,0.000007052285,0.0002831192,0.000004233181,0.0004520275],"genre_scores_gemma":[0.9984627,0.0009137289,0.0001921658,0.00005655637,0.00007695546,0.000004694726,0.0002602297,0.000001998432,0.00003100411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001727922,"threshold_uncertainty_score":0.009138227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00965707988261126,"score_gpt":0.2714237531425913,"score_spread":0.26176667325998,"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."}}