{"id":"W4387877454","doi":"10.1097/01.tp.0000994576.38868.fd","title":"338.1: Islet isolation after normothermic ex vivo machine perfusion of 2 discarded human pancreas allografts: A proof of concept study","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Islet; Pancreas; Perfusion; Ex vivo; Transplantation; Medicine; Insulin; Pancreas transplantation; Staining; In vivo; Urology; Pathology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001394125,0.0006730423,0.0004833157,0.0003289808,0.0002414643,0.0005899044,0.0006986097,0.0009016,0.002101393],"category_scores_gemma":[0.0004849092,0.0001777301,0.0006229589,0.0001393924,0.0003317628,0.0005200484,0.000359282,0.0009378667,0.000633908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769242,"about_ca_system_score_gemma":0.0002737663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009795656,"about_ca_topic_score_gemma":0.00009280273,"domain_scores_codex":[0.9994211,0.000093285,0.00003187068,0.0001176286,0.0002717042,0.00006433605],"domain_scores_gemma":[0.9996074,0.00007099669,0.00008843867,0.00004410316,0.00008138491,0.000107747],"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":[0.0005601783,0.001449617,0.0005040412,0.000228483,0.00002922145,0.0005812943,0.0001076965,0.0003139311,0.9907766,0.0001544134,0.0003026163,0.004991962],"study_design_scores_gemma":[0.0003082582,0.02064324,0.006582536,0.00006132139,0.0001120091,0.002746473,0.0001438346,0.0032604,0.9598516,0.0001696457,0.006079227,0.00004141467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577799,0.002250222,0.03589887,0.0002433872,0.0003197797,0.0008090455,0.0004374739,0.0001666923,0.002094531],"genre_scores_gemma":[0.9446476,0.002401032,0.04667177,0.0003713086,0.000125887,0.001037351,0.001493977,0.0001009161,0.003150008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002101393,"threshold_uncertainty_score":0.007372916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410089444134065,"score_gpt":0.2711225854742497,"score_spread":0.2570216910329091,"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."}}