{"id":"W2072532238","doi":"10.1055/s-2004-861568","title":"Interventional Procedures in Whole Organ and Islet Cell Pancreas Transplantation","year":2005,"lang":"en","type":"article","venue":"Seminars in Interventional Radiology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pancreas transplantation; Pancreas; Transplantation; Islet; Organ transplantation; Percutaneous; Islet cell transplantation; Interventional radiology; Radiology; Diabetes mellitus; Surgery; Internal medicine; Kidney transplantation; Endocrinology","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":[0.0003418032,0.0001379313,0.0002911965,0.0003356882,0.00002513499,0.000008725635,0.00005905528,0.0001292894,0.0007936417],"category_scores_gemma":[0.0001860278,0.0001334875,0.0001124266,0.0001536768,0.0001155839,0.0001065212,0.00001890783,0.0002108537,0.00004966278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167832,"about_ca_system_score_gemma":0.00006051159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002620476,"about_ca_topic_score_gemma":0.0001067355,"domain_scores_codex":[0.9988047,0.00009762976,0.0004665368,0.0002863499,0.0001259374,0.0002187818],"domain_scores_gemma":[0.9995641,0.000153163,0.00007966026,0.00008987404,0.00004018533,0.00007300437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001871458,0.002595415,0.939136,0.001385686,0.000116471,0.0001911742,0.001357338,0.000213783,0.02719418,0.005010742,0.01192544,0.00900226],"study_design_scores_gemma":[0.01222053,0.002068474,0.9521712,0.00359092,0.0001356495,0.002219764,0.0008979776,0.002010543,0.009513996,0.003897792,0.01082641,0.0004467593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914566,0.003903538,0.000168632,0.001645162,0.0001328359,0.000207288,0.00002713914,0.00002384459,0.002434927],"genre_scores_gemma":[0.9946301,0.0002148022,0.001308391,0.0003433176,0.0001325436,0.00006070693,0.0002180871,0.00001281205,0.003079212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768018,"threshold_uncertainty_score":0.868982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009267229261659245,"score_gpt":0.2690205310245617,"score_spread":0.2597533017629025,"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."}}