{"id":"W4220976108","doi":"10.1111/ajt.17019","title":"Normothermic ex situ pancreas perfusion for the preservation of porcine pancreas grafts","year":2022,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; Hospital for Sick Children; University Health Network","funders":"Deutsche Forschungsgemeinschaft","keywords":"Medicine; Pancreas transplantation; Pancreas; Perfusion; Transplantation; Islet; Ischemia; Ex vivo; Pancreatic injury; Urology; Surgery; Machine perfusion; Insulin; Internal medicine; In vivo; Kidney transplantation; Biology; Liver transplantation","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":[],"consensus_categories":[],"category_scores_codex":[0.0005108633,0.0001104259,0.0003348308,0.0001661644,0.0001296546,0.000006727192,0.0001447754,0.00001948776,0.0001182275],"category_scores_gemma":[0.00002213129,0.00007723489,0.0001964603,0.0002774072,0.00008087063,0.0001353943,0.000005143038,0.0001816904,4.757328e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004946267,"about_ca_system_score_gemma":0.0001062332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001653495,"about_ca_topic_score_gemma":0.00001235773,"domain_scores_codex":[0.9987229,0.00009155702,0.0005290104,0.0001019464,0.0004260858,0.0001285236],"domain_scores_gemma":[0.9986525,0.0003178621,0.0006321947,0.0001339269,0.0002059942,0.00005758853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03699876,0.001029712,0.2773325,0.002408026,0.0008418346,0.0001919842,0.01870074,0.002048315,0.5075362,0.00156809,0.001496258,0.1498476],"study_design_scores_gemma":[0.00780298,0.00871434,0.8598303,0.0003300114,0.003032779,0.002830331,0.004144772,0.001182556,0.1082238,0.0004648716,0.003130575,0.0003126406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469065,0.0002537784,0.04958282,0.002482227,0.0001171851,0.0004562357,0.00008475171,0.00001992874,0.00009655133],"genre_scores_gemma":[0.9928278,0.003023443,0.003356128,0.00046738,0.00009580319,0.00001767964,0.00008024053,0.000023078,0.0001084939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5824978,"threshold_uncertainty_score":0.3149548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148617129244226,"score_gpt":0.2708569268467755,"score_spread":0.2593707555543332,"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."}}