{"id":"W2091446886","doi":"10.1089/ten.tea.2008.0118","title":"Alginate Modification Improves Long-Term Survival and Function of Transplanted Encapsulated Islets","year":2008,"lang":"en","type":"article","venue":"Tissue Engineering Part A","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Biocompatibility; Transplantation; Pancreatic islets; Immunosuppression; In vivo; Capsule; Biomedical engineering; In vitro; Insulin; Chemistry; Cell biology; Biology; Medicine; Surgery; Biochemistry; Immunology; Internal medicine; Biotechnology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00006685975,0.0001078586,0.0002169862,0.0000911587,0.00002800426,0.000003276321,0.00002113417,0.00006391224,0.00005680586],"category_scores_gemma":[0.0000391657,0.0001021224,0.00002602427,0.0001234108,0.00003176208,0.00005392279,0.000004454324,0.00007551186,0.00001239877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001217917,"about_ca_system_score_gemma":0.00001637251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201054,"about_ca_topic_score_gemma":1.569178e-7,"domain_scores_codex":[0.9994245,0.000009089829,0.0001772754,0.0001409335,0.000116867,0.000131318],"domain_scores_gemma":[0.9996684,0.00003655665,0.00003673752,0.0001338065,0.00004418763,0.00008034115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009292528,0.00005132265,0.006094485,0.0003095072,0.00007569029,0.00001515223,0.0002031181,0.000142233,0.9908545,0.00008115498,0.00003798243,0.002041914],"study_design_scores_gemma":[0.001607127,0.0003144066,0.7219439,0.0002185205,0.0001563514,0.00007144788,0.000010647,0.006018374,0.2683567,0.000002754097,0.001141439,0.000158415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919475,0.0006068965,0.006539181,0.00004602961,0.0002436942,0.0001689814,0.000005568904,0.0001264094,0.0003157368],"genre_scores_gemma":[0.9987518,0.0001494348,0.0001846756,0.000008263405,0.00006899149,0.00001223429,0.0000698376,0.00001574648,0.0007390405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7224978,"threshold_uncertainty_score":0.4164432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039497837855407,"score_gpt":0.238810528366729,"score_spread":0.2184155499881749,"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."}}