{"id":"W322821820","doi":"10.5500/wjt.v5.i1.1","title":"Bioengineered stem cells as an alternative for islet cell transplantation","year":2015,"lang":"en","type":"review","venue":"World Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; Alberta Innovates; Diabetes Research Institute Foundation","keywords":"Transplantation; Islet; Regenerative medicine; Stem cell; Embryonic stem cell; Medicine; Type 1 diabetes; Immunology; Diabetes mellitus; Bioinformatics; Intensive care medicine; Cancer research; Biology; Internal medicine; Endocrinology; Cell biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421675,0.0005561358,0.0008278413,0.002041553,0.0001792553,0.0007499279,0.000495603,0.0008307287,0.002468503],"category_scores_gemma":[0.0003063955,0.000174822,0.000366305,0.001515839,0.0004033839,0.0009616938,0.0005379507,0.001293507,0.001452486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930332,"about_ca_system_score_gemma":0.0004073393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003962402,"about_ca_topic_score_gemma":0.0006529997,"domain_scores_codex":[0.9998786,0.00001663501,0.00001748252,0.00001916863,0.00005952121,0.000008511855],"domain_scores_gemma":[0.9998785,0.00005848207,0.00001929566,0.000004454331,0.00002758135,0.00001162328],"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":[0.00005380774,0.00009397267,0.0001853981,0.01438624,0.00006411706,0.00038661,0.00006606503,0.0003948201,0.008101663,0.00596222,0.01247941,0.9578256],"study_design_scores_gemma":[0.00001340485,0.0001019879,0.0007553489,0.002325349,0.00007114161,0.002194123,0.00005747224,0.0001180561,0.00249302,0.003039609,0.9888101,0.00002028905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002049609,0.9982361,0.0002467994,0.0001285861,0.0001510303,0.000003595299,0.000009965613,0.000005642063,0.001013326],"genre_scores_gemma":[0.001010375,0.9980111,0.0002785825,0.00009924849,0.0001152889,0.000004448183,0.00001968186,0.00000120622,0.000460058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002468503,"threshold_uncertainty_score":0.008257926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0537511286002785,"score_gpt":0.3303530160562114,"score_spread":0.2766018874559329,"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."}}