{"id":"W4234446838","doi":"10.1111/j.1432-2277.2003.tb00361.x","title":"Technical aspects of islet preparation and transplantation","year":2003,"lang":"en","type":"article","venue":"Transplant International","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Medicine; Transplantation; Islet cell transplantation; Diabetes mellitus; Intensive care medicine; Pancreas transplantation; Milestone; Internal medicine; Endocrinology; Kidney 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":[0.00009108162,0.00006136826,0.0001109528,0.00007696443,0.00001535165,0.00000507785,0.00002305707,0.00004565386,0.0003583245],"category_scores_gemma":[0.00002824383,0.00005364308,0.00003475539,0.00004590902,0.00003623121,0.00005863393,8.945175e-7,0.00005274628,0.000007987082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001391567,"about_ca_system_score_gemma":0.00003232498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007515422,"about_ca_topic_score_gemma":0.000003751405,"domain_scores_codex":[0.9994623,0.0000166788,0.0001709086,0.0001109847,0.0001764299,0.00006268118],"domain_scores_gemma":[0.9997592,0.00005965947,0.00003505586,0.00005603303,0.00004817108,0.00004187615],"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":[0.001545724,0.000439357,0.04830398,0.0003153622,0.0001744142,0.00005432699,0.0008906288,0.00003476484,0.6786209,0.2678109,0.0004227221,0.001387003],"study_design_scores_gemma":[0.007641026,0.0008458644,0.1798642,0.000508206,0.0004975164,0.002096801,0.000076765,0.001402212,0.7926211,0.005055195,0.009082525,0.0003086181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8208173,0.00007694788,0.007440567,0.0002741443,0.000149487,0.0001455733,0.00004621873,0.00003721379,0.1710126],"genre_scores_gemma":[0.9977577,0.0002073859,0.001526179,0.0001156992,0.00002747475,0.000008578449,0.0001135722,0.000004821612,0.0002385889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2627557,"threshold_uncertainty_score":0.3923402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304024428514938,"score_gpt":0.2726115975946741,"score_spread":0.2595713533095247,"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."}}