{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004313375,0.0004075606,0.000585914,0.0005615089,0.0002910809,0.00007680053,0.0001864875,0.0002332619,0.00006461494],"category_scores_gemma":[0.00005081475,0.000301468,0.0002711889,0.001196861,0.00007596215,0.0003489603,0.000006440251,0.0004917106,0.000009555346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302995,"about_ca_system_score_gemma":0.0002966115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705727,"about_ca_topic_score_gemma":0.0008432167,"domain_scores_codex":[0.997369,0.0003423794,0.0006347892,0.0006126105,0.0005535609,0.0004876938],"domain_scores_gemma":[0.9981363,0.00114241,0.0001238166,0.0003081902,0.0001650266,0.0001242243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00145824,0.0002132341,0.9851331,0.0008758246,0.0001408345,0.00004751806,0.01091074,0.00009195523,0.0001403435,0.0002797174,0.000168199,0.0005402892],"study_design_scores_gemma":[0.006579944,0.0003902488,0.9869317,0.0003372846,0.002249054,0.00003538552,0.0003076849,0.0004487347,0.002179035,0.0001450812,0.0001105645,0.0002853132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680017,0.0005217221,0.01774943,0.008792793,0.0004369172,0.001619094,0.0009248969,0.0001321879,0.001821253],"genre_scores_gemma":[0.9852878,0.009886977,0.001885506,0.001689271,0.0001350173,0.0001392359,0.0005487828,0.00003414397,0.000393227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728613,"threshold_uncertainty_score":0.9999437,"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."}}