{"id":"W4403981796","doi":"10.3389/frtra.2024.1485444","title":"Status of islet transplantation and innovations to sustainable outcomes: novel sites, cell sources, and drug delivery strategies","year":2024,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Breakthrough T1D Canada","keywords":"Transplantation; Intensive care medicine; Medicine; Islet; Islet cell transplantation; Immunosuppression; Glycemic; Immune system; Diabetes mellitus; Immunology; Surgery; Endocrinology","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":[0.0002223076,0.0003466593,0.001099375,0.001127712,0.0000529678,0.00006432917,0.00005192629,0.0002229862,0.000007427062],"category_scores_gemma":[0.00002147872,0.0002930951,0.0001005835,0.0007574731,0.00007697252,0.0002210473,0.000007785391,0.0003386558,0.000002783324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257569,"about_ca_system_score_gemma":0.0004233303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143121,"about_ca_topic_score_gemma":0.0000245236,"domain_scores_codex":[0.9982439,0.00005954005,0.0006824524,0.0004016969,0.0002278029,0.0003846612],"domain_scores_gemma":[0.9993364,0.000152472,0.0001484715,0.0001425972,0.00009837718,0.0001217017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006704479,0.0004833199,0.02160378,0.7961857,0.001218083,0.0005891711,0.02360402,0.00007206216,0.0004412315,0.002602933,0.01457818,0.137951],"study_design_scores_gemma":[0.01086946,0.0009350036,0.007837149,0.04467107,0.02758282,0.0003324406,0.02667581,0.0004102797,0.0004833149,0.001443161,0.8764204,0.002339082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02426217,0.9652023,0.00738968,0.0002140127,0.0002128575,0.001378795,0.0005787301,0.00006190329,0.0006995831],"genre_scores_gemma":[0.00237599,0.9887127,0.006027522,0.0002884788,0.00003587388,0.0001033487,0.00183822,0.0000439188,0.0005739926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8618422,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199402482959735,"score_gpt":0.2852255498317634,"score_spread":0.2652853015357899,"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."}}