{"id":"W4389640037","doi":"10.1016/j.eclinm.2023.102333","title":"Islet transplantation outcomes in type 1 diabetes and transplantation of HLA-DQ8/DR4: results of a single-centre retrospective cohort in Canada","year":2023,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canada Research Chairs; British Heart Foundation; Alberta Diabetes Foundation; University of Alberta; Diabetes Canada; Juvenile Diabetes Research Foundation United Kingdom; University of Edinburgh; Government of Alberta; Stem Cell Network; Immune Tolerance Network; Diabetes Research Institute Foundation","keywords":"Medicine; Transplantation; Hazard ratio; Retrospective cohort study; Human leukocyte antigen; Islet; Cohort; Internal medicine; Type 1 diabetes; Diabetes mellitus; Type 2 diabetes; Proportional hazards model; Cohort study; Propensity score matching; Oncology; Immunology; Antigen; Insulin; Confidence interval; 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":[0.001052274,0.0004888957,0.0007457394,0.001536175,0.001914045,0.001479567,0.001272897,0.0004326898,0.001532495],"category_scores_gemma":[0.002168761,0.0005721105,0.001051879,0.004458716,0.0008150816,0.000350613,0.001221545,0.0006525512,0.0002338438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326694,"about_ca_system_score_gemma":0.01706389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9474884,"about_ca_topic_score_gemma":0.9493271,"domain_scores_codex":[0.9987276,0.00008023791,0.0000965724,0.0003224497,0.0003661051,0.0004069846],"domain_scores_gemma":[0.9970978,0.0001712499,0.0008376317,0.0002324401,0.0009382525,0.0007225921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008298214,0.00001139902,0.998399,0.00001542346,0.00006272153,0.00009892092,0.0002070738,0.00004935715,0.0001078265,0.00002230735,0.0001993092,0.0007437145],"study_design_scores_gemma":[0.00001559141,0.00003957565,0.9983367,0.00002574363,0.00007331929,0.0002262075,0.000648809,0.000175799,0.00005602964,0.00001448326,0.0003762923,0.00001141892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963679,0.0004284783,0.00009224048,0.00005963495,0.00000583966,0.00003230829,0.00257933,0.000006959692,0.0004273385],"genre_scores_gemma":[0.9979677,0.0003473208,0.0001020722,0.00004121888,0.000004363488,0.00001348244,0.001312551,0.000006360995,0.0002048634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05251163,"threshold_uncertainty_score":0.1056417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184586446092902,"score_gpt":0.275908891425082,"score_spread":0.254063026964153,"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."}}