{"id":"W3196528149","doi":"10.1097/txd.0000000000001218","title":"Prolonged Normothermic Ex Vivo Kidney Perfusion Is Superior to Cold Nonoxygenated and Oxygenated Machine Perfusion for the Preservation of DCD Porcine Kidney Grafts","year":2021,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec; Université Laval; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Hospital for Sick Children; Translational Research in Oncology; Toronto General Hospital; University of Toronto; University Health Network","funders":"Deutsche Forschungsgemeinschaft; Kidney Foundation of Canada","keywords":"Machine perfusion; Medicine; Perfusion; Ex vivo; Kidney; Kidney transplantation; Renal function; Autotransplantation; Creatinine; Urology; Nephrectomy; Transplantation; Cold storage; Ischemia; In vivo; Anesthesia; Surgery; Internal medicine; Biology; Liver 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":[0.0001766786,0.0001807111,0.000203722,0.00009005443,0.00007583256,0.0002884208,0.0001464498,0.0001005189,0.001037108],"category_scores_gemma":[0.0001461928,0.00005818869,0.0001701475,0.00006761422,0.0001972014,0.0003254566,0.0001747293,0.0003350111,0.00006289886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342866,"about_ca_system_score_gemma":0.0002073941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001798333,"about_ca_topic_score_gemma":0.0003770298,"domain_scores_codex":[0.9998913,0.00001757147,0.00001247752,0.00003143987,0.00002516903,0.00002203153],"domain_scores_gemma":[0.9998804,0.00001524443,0.0000555905,0.00001181788,0.000008750098,0.00002818955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001223886,0.0001122196,0.00214891,0.0001232487,0.00002058676,0.00005666098,0.00003075145,0.0001633173,0.9911555,0.00005782559,0.00002717351,0.004880003],"study_design_scores_gemma":[0.00007224768,0.005396036,0.05359816,0.00004253769,0.0001162266,0.0006847215,0.00009990176,0.001631214,0.9364458,0.00009083062,0.001809214,0.00001306745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973877,0.0008000687,0.001518445,0.00002185823,0.00001189557,0.00001075969,0.00003616207,0.000009870907,0.0002032568],"genre_scores_gemma":[0.9979877,0.0004648012,0.001168499,0.00001735351,0.000008774491,0.00001855071,0.0001099406,0.000004651594,0.0002196292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001037108,"threshold_uncertainty_score":0.003469527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411561637942031,"score_gpt":0.2668214249414586,"score_spread":0.2527058085620383,"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."}}