{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005763639,0.0002687458,0.001909114,0.0002877129,0.00005040886,0.000003470411,0.0001655215,0.0002867718,0.0002045603],"category_scores_gemma":[0.0001159728,0.0001368583,0.0002102016,0.0004860033,0.0003775441,0.00002381554,0.000008954331,0.0003534959,0.00002616034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008072947,"about_ca_system_score_gemma":0.000174939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006927471,"about_ca_topic_score_gemma":0.000002664726,"domain_scores_codex":[0.9983044,0.0001103289,0.0007245683,0.0002583332,0.0003795169,0.0002228127],"domain_scores_gemma":[0.9989098,0.0001772871,0.0003017595,0.0004320464,0.00008725881,0.00009186081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005648683,0.00001743153,0.0001489002,0.01028251,0.0001698409,0.00001023476,0.0002242033,6.188124e-9,5.010409e-7,0.00002345959,0.4986625,0.490404],"study_design_scores_gemma":[0.00103071,0.000259993,0.00004254513,0.02006847,0.001816366,0.00003346813,0.0003115241,0.00001061435,0.000005680724,0.0001052988,0.9762109,0.0001044253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001033302,0.9881612,0.0003942424,0.001235894,0.004004033,0.0006144361,0.00002534415,0.00001886055,0.005535636],"genre_scores_gemma":[0.000001558964,0.9929062,0.00094717,0.0004694664,0.002032749,0.00004309498,0.0001956935,0.00002927168,0.003374822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4902995,"threshold_uncertainty_score":0.5580921,"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."}}