{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003116842,0.0002568289,0.0004232546,0.0001777586,0.0001793395,0.00002956758,0.0001076014,0.0001455125,0.0006083038],"category_scores_gemma":[0.000124275,0.0001899414,0.0001303564,0.0004707305,0.00005006526,0.0001521755,0.00001323706,0.0001364675,0.00000552487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003732464,"about_ca_system_score_gemma":0.0002045146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002108657,"about_ca_topic_score_gemma":0.00009014057,"domain_scores_codex":[0.9984056,0.00007810132,0.0005147508,0.0004167432,0.0003388466,0.0002459557],"domain_scores_gemma":[0.9987341,0.0001835782,0.0001203412,0.0002999459,0.0003925846,0.0002694069],"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":[0.002348406,0.0001640924,0.01818745,0.00181737,0.0001060251,0.00002967144,0.004987996,0.00001223002,0.9683697,0.00006711766,0.002326515,0.001583467],"study_design_scores_gemma":[0.004253428,0.0004379601,0.0710102,0.0004996907,0.0006959199,0.00009050329,0.00009011629,0.003515949,0.9140182,0.00001404724,0.005141267,0.0002327498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724402,0.000552816,0.007207946,0.01455656,0.00016829,0.002790341,0.001590634,0.0002229574,0.0004702862],"genre_scores_gemma":[0.9844174,0.004406023,0.002407641,0.005277983,0.00005512912,0.0001230512,0.001005444,0.00006164103,0.002245665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05435149,"threshold_uncertainty_score":0.7745587,"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."}}