{"id":"W4376226668","doi":"10.1210/clinem/dgad257","title":"Stem Cell–Derived Islet Transplantation in Patients With Type 2 Diabetes: Can Diabetes Subtypes Guide Implementation?","year":2023,"lang":"en","type":"review","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Diabetes Foundation; Stem Cell Network; Diabetes Canada; Canada Research Chairs; Juvenile Diabetes Research Foundation United Kingdom","keywords":"Immunosuppression; Diabetes mellitus; Medicine; Transplantation; Context (archaeology); Population; Intensive care medicine; Type 1 diabetes; Type 2 diabetes; Islet cell transplantation; Hypoglycemia; Bioinformatics; Internal medicine; Endocrinology; Biology; Environmental health","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":[0.002216584,0.0004142873,0.001248912,0.001243652,0.0001996943,0.001301036,0.0008924459,0.001061973,0.001781857],"category_scores_gemma":[0.005313291,0.0001609032,0.0007738711,0.00108902,0.0003883586,0.00152745,0.0006766952,0.002297451,0.0007273927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004938994,"about_ca_system_score_gemma":0.001828814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597603,"about_ca_topic_score_gemma":0.002947791,"domain_scores_codex":[0.999416,0.0002143682,0.0001254544,0.00006468745,0.000138034,0.0000413867],"domain_scores_gemma":[0.9983805,0.001067709,0.0001511299,0.00003183046,0.0003053037,0.00006347386],"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":[0.0001146472,0.00003413927,0.0006504773,0.01414038,0.000119296,0.0001133224,0.00009355325,0.0002192082,0.0001900194,0.002785698,0.01638961,0.9651496],"study_design_scores_gemma":[0.000112173,0.0001866776,0.004578635,0.06505888,0.0007488318,0.00187214,0.0004760897,0.0002956189,0.0002933301,0.008649026,0.9176854,0.00004314809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000191248,0.9972505,0.0001624454,0.001518426,0.0002434496,0.000006928992,0.00001885363,0.00000504638,0.0006031417],"genre_scores_gemma":[0.001553344,0.9968879,0.0004710698,0.0006754394,0.0002179183,0.0000113989,0.00004578916,0.000002126659,0.0001350005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002216584,"threshold_uncertainty_score":0.01172251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06442943092652248,"score_gpt":0.393612741026341,"score_spread":0.3291833100998185,"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."}}