{"id":"W2111365775","doi":"10.1101/cshperspect.a007823","title":"Update on Islet Transplantation","year":2012,"lang":"en","type":"review","venue":"Cold Spring Harbor Perspectives in Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Institutes of Health; National Institute of Allergy and Infectious Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; Alberta Innovates; Alberta Innovates - Health Solutions; Diabetes Research Institute Foundation","keywords":"Islet; Immunosuppression; Transplantation; Medicine; Intensive care medicine; Diabetes mellitus; Type 1 diabetes; Islet cell transplantation; Insulin; Immunology; Surgery; Internal medicine; Endocrinology","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":[0.0005637495,0.0005019164,0.002081888,0.0008015521,0.00005511677,0.000009544867,0.0001467306,0.0002941844,0.0007426931],"category_scores_gemma":[0.00034176,0.0003698988,0.0002464951,0.0005618742,0.0002013048,0.00007030245,0.00001847864,0.0008218373,0.0003050166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005580422,"about_ca_system_score_gemma":0.0001542012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003274683,"about_ca_topic_score_gemma":0.000001285149,"domain_scores_codex":[0.9977689,0.0001476507,0.0006213998,0.0005739342,0.0004424959,0.0004455666],"domain_scores_gemma":[0.9985498,0.0003606224,0.0002219428,0.0005461847,0.00007305333,0.0002484245],"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":[0.001304128,0.003740341,0.001384275,0.1658169,0.00322133,0.001852538,0.007975859,0.000005618939,0.0009844421,0.3299683,0.005204425,0.4785419],"study_design_scores_gemma":[0.00189973,0.0003258587,0.000865494,0.0358846,0.002522077,0.00001477939,0.0001989364,0.000006893725,0.00003090545,0.000008521739,0.9578894,0.0003527808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002681716,0.9882291,0.00006527807,0.0003924041,0.0006563965,0.0009842368,0.00001332074,0.0001241761,0.009266936],"genre_scores_gemma":[0.002784108,0.9944975,0.000230734,0.0003400622,0.001518104,0.0001537893,0.0000212501,0.00008528744,0.0003691454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.952685,"threshold_uncertainty_score":0.9998753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06110701644570917,"score_gpt":0.3448127702270702,"score_spread":0.283705753781361,"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."}}