{"id":"W2117195261","doi":"10.2337/dc08-1685","title":"Primary Graft Function, Metabolic Control, and Graft Survival After Islet Transplantation","year":2009,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interquartile range; Islet; Transplantation; Diabetes mellitus; Insulin; Internal medicine; Glycemic; Glucose tolerance test; Endocrinology; Gastroenterology; Urology; Surgery; Insulin resistance","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":[0.0001057541,0.0002058598,0.0004399988,0.0001292221,0.00007351238,0.00003391856,0.00003459656,0.0001063817,0.0001200594],"category_scores_gemma":[0.00003976816,0.0001743594,0.000111858,0.0001645893,0.00005731279,0.0001447053,0.000004787361,0.0001311017,0.00007301127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002371256,"about_ca_system_score_gemma":0.00003733697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003763412,"about_ca_topic_score_gemma":0.000001920333,"domain_scores_codex":[0.9988762,0.00006289396,0.0002245497,0.0002911871,0.0002478566,0.0002973354],"domain_scores_gemma":[0.9993366,0.00008755422,0.00004772262,0.0002048051,0.0001490214,0.000174291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005197852,0.00008200172,0.9537169,0.0003133406,0.0001856547,0.00001901788,0.0007114031,0.000001976331,0.02520098,0.0002801955,0.0007826074,0.01818617],"study_design_scores_gemma":[0.003711347,0.0003793496,0.9805377,0.00007215806,0.0008922929,0.000004054957,0.000234979,0.00002563425,0.002414167,0.0001811225,0.01135243,0.000194762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846995,0.009144023,0.0001170595,0.0007013092,0.0003018203,0.0003247514,0.0001123936,0.000143653,0.004455491],"genre_scores_gemma":[0.9921045,0.0002434854,0.0001613411,0.006609249,0.0002584375,0.00004748699,0.0003695276,0.00001862979,0.000187314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02682083,"threshold_uncertainty_score":0.711017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004743128413805587,"score_gpt":0.2067280822794056,"score_spread":0.2019849538656,"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."}}