{"id":"W2026686604","doi":"10.2147/dmso.s50789","title":"Islet cell transplantation for the treatment of type 1 diabetes: recent advances and future challenges","year":2014,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Mitacs; University of Alberta; National Institutes of Health; Government of Canada; National Institute of Diabetes and Digestive and Kidney Diseases; Alberta Innovates; Killam Trusts; Alberta Innovates - Health Solutions; Diabetes Research Institute Foundation","keywords":"Transplantation; Medicine; Immunosuppression; Islet; Islet cell transplantation; Diabetes mellitus; Intensive care medicine; Clinical trial; Type 1 diabetes; Insulin; Disease; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002929492,0.0004518229,0.00246987,0.0001416088,0.0001210406,0.00001805381,0.00008172082,0.000251341,0.00004282612],"category_scores_gemma":[0.00003370344,0.0002549387,0.0003042547,0.0001848789,0.0001216113,0.00006334427,0.00001150528,0.0001066542,0.000006875497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002024499,"about_ca_system_score_gemma":0.00006429545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001908642,"about_ca_topic_score_gemma":0.000001112715,"domain_scores_codex":[0.9984969,0.0001154568,0.0004561057,0.0004354926,0.0001725579,0.0003235056],"domain_scores_gemma":[0.9983845,0.0007198334,0.0002843419,0.0003648312,0.0001016493,0.0001448865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001421869,0.0002098133,0.0009110456,0.0318143,0.0005027955,0.000001058353,0.0001667173,7.316316e-8,0.000003337002,0.0000696787,0.00003857442,0.9662684],"study_design_scores_gemma":[0.0009557076,0.001054302,0.003804426,0.001421314,0.007441414,0.00001011922,0.0000555307,0.00001139451,0.0001166579,0.00004484756,0.9848498,0.000234484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03358357,0.9640089,0.000002934386,0.0001374933,0.000514598,0.001399803,0.0001301904,0.00003074653,0.0001917491],"genre_scores_gemma":[0.0003497093,0.9983656,0.0001421638,0.00007735248,0.0004124411,0.0002554805,0.0002214376,0.00003908518,0.0001367239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848112,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279190798211757,"score_gpt":0.2833980415046148,"score_spread":0.2554789616834391,"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."}}