{"id":"W2153098067","doi":"10.1016/j.arcmed.2005.03.014","title":"Islet Transplantation: Progress and Challenge","year":2005,"lang":"en","type":"review","venue":"Archives of Medical Research","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Transplantation; Glycemic; Medicine; Hypoglycemia; Intensive care medicine; Glucose homeostasis; Diabetes mellitus; Islet cell transplantation; Endocrinology; Internal medicine; Insulin resistance","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001330953,0.0001912075,0.001217096,0.0004954436,0.00006196848,0.00001229411,0.0002576002,0.000289032,0.0009040002],"category_scores_gemma":[0.001068173,0.0001280384,0.000211025,0.0002413034,0.001285719,0.00002418715,0.0001079412,0.001147949,0.00004184069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001458911,"about_ca_system_score_gemma":0.0008438065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000894088,"about_ca_topic_score_gemma":0.000001887677,"domain_scores_codex":[0.9962479,0.0004613923,0.000496385,0.0003575532,0.002037365,0.0003993492],"domain_scores_gemma":[0.9957076,0.003254743,0.00007238622,0.0003043468,0.00005054209,0.0006103578],"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":[0.00005060182,0.0001715146,0.00001033174,0.03676863,0.0001316559,0.0001076848,0.0002250554,1.459927e-9,2.558199e-7,0.001905709,0.0005456416,0.9600829],"study_design_scores_gemma":[0.0008032885,0.0003923309,0.00003561747,0.02676703,0.0002427259,0.0001454258,0.00003836735,0.00003319957,0.000002271347,0.0001447497,0.9713013,0.00009370282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004293971,0.9709151,0.00001413404,0.003695476,0.00004207877,0.0006435047,0.00002184453,0.00002227737,0.02460269],"genre_scores_gemma":[0.00009360326,0.9976996,0.0004220043,0.00003912405,0.0004577528,0.0001274849,0.0001068432,0.00002790525,0.00102571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9707556,"threshold_uncertainty_score":0.9898169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638612471141518,"score_gpt":0.48603160823701,"score_spread":0.3221703611228582,"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."}}