{"id":"W1979079562","doi":"10.1097/tp.0b013e3181b4bdbb","title":"Islet Alone Versus Islet After Kidney Transplantation: Metabolic Outcomes and Islet Graft Survival","year":2009,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Immunosuppression; Islet; Medicine; Transplantation; Diabetes mellitus; Kidney transplantation; Insulin; Internal medicine; Kidney; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001912292,0.0002897859,0.0005097242,0.0001922215,0.00009631652,0.00004141286,0.00005551346,0.0001385904,0.0004631079],"category_scores_gemma":[0.00003796459,0.0002497673,0.0001278005,0.0002226998,0.00007056368,0.0002604211,0.000002141139,0.0001727748,0.0000933549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001977059,"about_ca_system_score_gemma":0.00006078097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005963276,"about_ca_topic_score_gemma":0.00001312566,"domain_scores_codex":[0.9984543,0.00008349476,0.0003777319,0.0003656199,0.000397521,0.0003212841],"domain_scores_gemma":[0.9991895,0.000173423,0.00006883169,0.0002142857,0.00007051798,0.0002834741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1006636,0.003317974,0.4772235,0.005900536,0.00421182,0.003381254,0.03592084,0.0001365589,0.2952068,0.02067879,0.01152512,0.0418333],"study_design_scores_gemma":[0.03369877,0.0009483651,0.9126198,0.0002666446,0.003368329,0.000220733,0.000211662,0.0001989231,0.04096647,0.000397123,0.006411753,0.0006914638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854066,0.0005446743,0.001856618,0.004336238,0.0006079694,0.0004205989,0.0002639576,0.000187988,0.006375291],"genre_scores_gemma":[0.9913177,0.002161785,0.001059303,0.00365894,0.0002157379,0.0000369666,0.0009245232,0.00002393976,0.0006011195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4353963,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563012044494412,"score_gpt":0.2676704801983279,"score_spread":0.2520403597533838,"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."}}