{"id":"W2864122631","doi":"10.3389/fmed.2018.00202","title":"The Future of Islet Transplantation Is Now","year":2018,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Allegheny Health Network; University of Pittsburgh","keywords":"Allotransplantation; Medicine; Transplantation; Islet; Immunosuppression; Diabetes mellitus; Islet cell transplantation; Intensive care medicine; Clinical trial; Pancreas transplantation; Glycemic; Internal medicine; Surgery; Endocrinology; Kidney transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005377039,0.0006904234,0.001038862,0.000883782,0.001441968,0.005210453,0.0009784847,0.00459743,0.02684725],"category_scores_gemma":[0.005467179,0.000226036,0.0008128216,0.0008021336,0.0042428,0.007526116,0.003032662,0.01178736,0.008410941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828062,"about_ca_system_score_gemma":0.002925457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006806091,"about_ca_topic_score_gemma":0.0008228927,"domain_scores_codex":[0.9983315,0.0004190718,0.0001387076,0.0002589637,0.0006575126,0.0001942466],"domain_scores_gemma":[0.9949958,0.00196004,0.0002863925,0.0005020713,0.0009358192,0.001319765],"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":[0.0002604206,0.000156649,0.0007350937,0.00122237,0.00003291546,0.0004420457,0.0004888119,0.0002330065,0.003965084,0.1766418,0.245095,0.5707268],"study_design_scores_gemma":[0.00001044097,0.00006544314,0.0002192573,0.0003557029,0.00000786134,0.0004569624,0.0001453754,0.00005519091,0.0002383875,0.02181055,0.9766245,0.0000103108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001639023,0.7180695,0.006334384,0.1991139,0.03530466,0.00002232911,0.000116069,0.0002793774,0.0391208],"genre_scores_gemma":[0.03433483,0.7377478,0.0108787,0.1122139,0.04649791,0.00007452625,0.000373921,0.0002157774,0.05766261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02684725,"threshold_uncertainty_score":0.08981299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968933444117733,"score_gpt":0.3058533257204173,"score_spread":0.28616399127924,"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."}}