{"id":"W4380794046","doi":"10.1161/circ.146.suppl_1.11319","title":"Abstract 11319: Post-Operative Dialysis in Failing Fontan Patients Undergoing Heart Transplant: How Well Does the Pre-Transplant Creatinine Clearance Risk-Stratify Patients?","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Renal function; Dialysis; Creatinine; Internal medicine; Transplantation; Heart failure; Cardiology; Heart transplantation; 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":[0.002289146,0.0002849132,0.0006711134,0.0006036311,0.0002031862,0.0009103258,0.0006433232,0.0005768979,0.001658305],"category_scores_gemma":[0.006519994,0.0001002403,0.0004711898,0.001119442,0.0002396711,0.0006924533,0.0003724759,0.0009673721,0.0003858046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391434,"about_ca_system_score_gemma":0.0004500349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537711,"about_ca_topic_score_gemma":0.002465679,"domain_scores_codex":[0.9991308,0.0002948287,0.0001348761,0.0001724824,0.0001918869,0.00007515712],"domain_scores_gemma":[0.9945384,0.001713452,0.002544772,0.0001969839,0.0003977678,0.0006087206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388366,0.00001670993,0.9932354,0.00004155544,0.00005809878,0.00003742578,0.00001979949,0.00008697563,0.00006439639,0.000039003,0.0007233124,0.005538561],"study_design_scores_gemma":[0.0000200077,0.000198583,0.9968805,0.0001067581,0.0000977694,0.0003682785,0.00007887724,0.001121994,0.0001517701,0.0001016136,0.0008666794,0.000007148792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893908,0.004120831,0.0006505566,0.002071165,0.00009422482,0.00001876099,0.002164821,0.00001833169,0.001470483],"genre_scores_gemma":[0.9964445,0.0008864559,0.0005036141,0.0002548142,0.0002420636,0.00001499709,0.001475919,0.000008689762,0.0001688787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002289146,"threshold_uncertainty_score":0.0121063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096970648159276,"score_gpt":0.2715284329553552,"score_spread":0.2605587264737624,"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."}}