{"id":"W4394769232","doi":"10.1097/txd.0000000000001620","title":"Reanimating Pancreatic Grafts Subjected to Prolonged Cold Ischemic Injury Using Normothermic Ex Vivo Perfusion","year":2024,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Government of Canada","keywords":"Medicine; Allotransplantation; Islet; Pancreas; Perfusion; Ex vivo; Transplantation; Ischemia; Pancreas transplantation; Population; Cold storage; Machine perfusion; Urology; Viaspan; Cadaveric spasm; Cold ischemia; Parenchyma; In vivo; Surgery; Diabetes mellitus; Reperfusion injury; Internal medicine; Pathology; Endocrinology; Kidney transplantation; Biology","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":[0.0002731057,0.000349171,0.0002477617,0.0001536271,0.0001457323,0.0003328419,0.0001977553,0.0001793027,0.001858466],"category_scores_gemma":[0.0001390176,0.00007368902,0.0002128662,0.00009424506,0.0003734299,0.0003051595,0.0002913409,0.0005803339,0.0001312841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582759,"about_ca_system_score_gemma":0.0003068788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001904981,"about_ca_topic_score_gemma":0.0003831486,"domain_scores_codex":[0.9998857,0.00001775494,0.000009606936,0.00003345322,0.00002552334,0.00002794033],"domain_scores_gemma":[0.9998811,0.00001830076,0.00004587543,0.00001687376,0.000008673833,0.00002906505],"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":[0.001237974,0.0004603488,0.002615268,0.00007058298,0.00001853991,0.00009449371,0.00005021501,0.0003772542,0.9899336,0.00007984282,0.00003910417,0.005022882],"study_design_scores_gemma":[0.0001418693,0.02131849,0.03445615,0.00004643234,0.0001094185,0.001108701,0.0002079691,0.003285101,0.9374325,0.0001680202,0.001705147,0.00002018523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996672,0.0002460724,0.002649582,0.00001796486,0.00001474948,0.00003842978,0.00002717006,0.00001300254,0.0003209812],"genre_scores_gemma":[0.9966281,0.0003825744,0.002190428,0.00002292537,0.00001404669,0.00009304027,0.0001653108,0.000006496321,0.0004970375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001858466,"threshold_uncertainty_score":0.006217182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156797561629122,"score_gpt":0.2946844865637291,"score_spread":0.2790047304008169,"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."}}