{"id":"W4280558719","doi":"10.1016/s2213-8587(22)00114-0","title":"Pancreatic islet transplantation in type 1 diabetes: 20-year experience from a single-centre cohort in Canada","year":2022,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Immune Tolerance Network; Diabetes Canada; Alberta Diabetes Foundation; University of Alberta; Government of Alberta; Canada Research Chairs; Juvenile Diabetes Research Foundation Canada","keywords":"Medicine; Transplantation; Islet; Pancreas transplantation; Cohort; Diabetes mellitus; Internal medicine; Surgery; Type 1 diabetes; Cohort study; Type 2 diabetes; Kidney transplantation; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001072122,0.0004970164,0.0008305625,0.0007643521,0.003477074,0.002794801,0.0017405,0.0008143072,0.001781225],"category_scores_gemma":[0.003075963,0.0005575782,0.0008453727,0.004007866,0.001227494,0.0008024971,0.001562368,0.001314832,0.0003728123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02423146,"about_ca_system_score_gemma":0.03394081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.977213,"about_ca_topic_score_gemma":0.9841502,"domain_scores_codex":[0.9984338,0.0000912442,0.00006564844,0.0002250301,0.0004187426,0.0007655719],"domain_scores_gemma":[0.996209,0.0002015649,0.0005912886,0.0001652495,0.001436757,0.001396096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001560378,0.00007552616,0.9908934,0.00003688698,0.0001054548,0.0005997855,0.001926792,0.00005853171,0.0002164243,0.00007645346,0.001584098,0.00427067],"study_design_scores_gemma":[0.00002604572,0.00008481099,0.9918221,0.00008476232,0.000103112,0.0006412994,0.005640984,0.0001766924,0.00006158649,0.0000516928,0.001276633,0.00003038411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941169,0.001620522,0.0001245053,0.000834981,0.00003927287,0.00003714976,0.001577333,0.000009778632,0.0016395],"genre_scores_gemma":[0.9957217,0.001827583,0.0001509697,0.0003522149,0.00002205988,0.00001324317,0.001127332,0.00001697922,0.0007678253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.977213,"threshold_uncertainty_score":0.1758124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204130542818517,"score_gpt":0.2325589311414612,"score_spread":0.2121458768596095,"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."}}