{"id":"W2806219347","doi":"10.1097/mot.0000000000000546","title":"Clinical islet transplantation: is the future finally now?","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Transplantation; Glycemic; Immunosuppression; Type 1 diabetes; Islet; Intensive care medicine; Hypoglycemia; Clinical trial; Population; Diabetes mellitus; Pancreas transplantation; Insulin; Internal medicine; Endocrinology; Kidney transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007259667,0.0005115157,0.001336785,0.0002967928,0.0001423935,0.00004934858,0.0002543986,0.0004978717,0.000697304],"category_scores_gemma":[0.00003263583,0.0003373035,0.0006210976,0.000686989,0.0001677925,0.0001171011,0.000009805213,0.0009381569,0.0007479458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008847875,"about_ca_system_score_gemma":0.0005140175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002178116,"about_ca_topic_score_gemma":0.000003712186,"domain_scores_codex":[0.9965957,0.0004199687,0.001466991,0.0006659061,0.0004774058,0.0003740676],"domain_scores_gemma":[0.9983017,0.0005172067,0.0004078049,0.0004824997,0.0001321018,0.00015873],"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":[0.0003132863,0.0004217767,0.002207903,0.1189428,0.0002578753,0.00001598169,0.001066295,2.27346e-7,6.657983e-7,0.0002865435,0.0541879,0.8222987],"study_design_scores_gemma":[0.001783076,0.0002054259,0.001946008,0.03036541,0.00159893,0.0002147413,0.00003895015,0.00001082583,0.000004029618,0.00003017995,0.9634673,0.0003351039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001300305,0.9839385,0.0005600749,0.0007371471,0.01225635,0.001396174,0.0004000639,0.00008975575,0.0004919797],"genre_scores_gemma":[0.00001407109,0.9890714,0.000154427,0.0002244765,0.005485781,0.0001286813,0.004687619,0.00006144001,0.0001720545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9092794,"threshold_uncertainty_score":0.9999079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019875823210455,"score_gpt":0.4192301054271357,"score_spread":0.3172425231060902,"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."}}