{"id":"W4302288336","doi":"10.1007/s00125-022-05804-4","title":"Factors associated with favourable 5 year outcomes in islet transplant alone recipients with type 1 diabetes complicated by severe hypoglycaemia in the Collaborative Islet Transplant Registry","year":2022,"lang":"en","type":"article","venue":"Diabetologia","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of California, San Francisco; Centre hospitalier régional universitaire de Lille; University of Illinois at Urbana-Champaign; Vertex Pharmaceuticals; Dexcom; University of Minnesota; Insulet Corporation; Northwestern University; University of Alberta; University of Miami; Eli Lilly and Company; Emory University; Weill Cornell Medical College; University of Pennsylvania; Hôpitaux Universitaires de Genève","keywords":"Immunosuppression; Islet; Medicine; Transplantation; Type 1 diabetes; Diabetes mellitus; Internal medicine; Cohort; Type 2 diabetes; Calcineurin; Incidence (geometry); Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001198449,0.0002658321,0.0005303664,0.0008708548,0.0007166981,0.001295186,0.0006342956,0.0006025026,0.00171862],"category_scores_gemma":[0.004499091,0.0002204903,0.0006823777,0.001821588,0.0003467824,0.0007696086,0.001043125,0.001030441,0.000172751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003615085,"about_ca_system_score_gemma":0.0007876817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005772828,"about_ca_topic_score_gemma":0.007065575,"domain_scores_codex":[0.9991071,0.000209246,0.0001310949,0.0001838627,0.0001385076,0.0002301344],"domain_scores_gemma":[0.9953668,0.000736584,0.002174451,0.0003843478,0.0002831968,0.001054559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001199636,0.00002219579,0.9990187,0.000005293165,0.00005220839,0.0001077868,0.00002993279,0.00004546563,0.00004962854,0.00002096424,0.0001629485,0.0003650287],"study_design_scores_gemma":[0.000009018542,0.00004926524,0.9990528,0.000006525728,0.00004915781,0.0002942925,0.0002261346,0.0001380843,0.00002192895,0.00003442188,0.0001116701,0.000006544162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984012,0.0002352365,0.00004715622,0.00008924313,0.00001704536,0.000004818667,0.0005475011,0.000003499666,0.0006543498],"genre_scores_gemma":[0.9990777,0.00009841427,0.0000332097,0.00003232937,0.00001838176,0.000004259652,0.0006670455,0.000002610108,0.00006613987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005772828,"threshold_uncertainty_score":0.01147848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311483375882064,"score_gpt":0.2356890129778005,"score_spread":0.2125741792189799,"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."}}