{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006065624,0.0003841331,0.001539385,0.0008613996,0.00004760449,0.00004007212,0.0001548859,0.0001766865,0.00006641605],"category_scores_gemma":[0.000007447088,0.0002971467,0.0005792124,0.0003232791,0.00003028164,0.0002726476,0.000001616179,0.0003697674,0.00003436801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673326,"about_ca_system_score_gemma":0.0004948647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009037609,"about_ca_topic_score_gemma":0.000004416545,"domain_scores_codex":[0.9977503,0.0001655498,0.001111537,0.0002436988,0.0004933838,0.0002355622],"domain_scores_gemma":[0.9978803,0.0003280944,0.0008761827,0.0001629831,0.000432847,0.0003196134],"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":[0.003659179,0.0007763341,0.00001237841,0.1036585,0.001458055,0.00070438,0.00289677,0.0002732699,0.001324161,0.0003662083,0.00404142,0.8808293],"study_design_scores_gemma":[0.008404832,0.002486293,0.000007327269,0.0221609,0.01920033,0.001631086,0.0001417648,0.0001485544,0.008060427,0.0001777452,0.9369673,0.0006134937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008858431,0.9838049,0.009811745,0.00005154196,0.001536367,0.001409138,0.0006998365,0.00004052508,0.001760047],"genre_scores_gemma":[0.0004553979,0.9938705,0.002449607,0.00009308649,0.0007068678,0.00003269645,0.0008783611,0.00007072324,0.001442775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9329258,"threshold_uncertainty_score":0.9999481,"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."}}