{"id":"W4308639088","doi":"10.1111/jdi.13942","title":"Pancreatic islet transplantation in type 1 diabetes: Current state and future perspectives","year":2022,"lang":"en","type":"letter","venue":"Journal of Diabetes Investigation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Islet; Diabetes mellitus; Current (fluid); Transplantation; Type 1 diabetes; Type 2 diabetes; Intensive care medicine; Internal medicine; 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":[0.0005824925,0.0003338793,0.0008448902,0.0008169264,0.00007541674,0.00005453129,0.0001074146,0.000219311,0.0003510269],"category_scores_gemma":[0.0002876323,0.0002889443,0.0001523068,0.0005032394,0.0001589532,0.0002862706,0.00001978254,0.002055909,0.000007658756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118546,"about_ca_system_score_gemma":0.0003605181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002276557,"about_ca_topic_score_gemma":5.417058e-7,"domain_scores_codex":[0.9975358,0.0003279197,0.0008198473,0.0002979564,0.0006708287,0.0003476764],"domain_scores_gemma":[0.9982409,0.0003420406,0.0007686423,0.0001915671,0.0003049953,0.0001518665],"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":[0.0003162274,0.0002865972,0.3167949,0.007181618,0.0009907061,0.0002756766,0.0123098,0.00007837656,0.006520382,0.00004342138,0.6302523,0.02494995],"study_design_scores_gemma":[0.009651466,0.006290328,0.2773413,0.006430381,0.004240931,0.000134519,0.002393637,0.001259881,0.004334608,0.007023208,0.679265,0.001634696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8706858,0.01932872,0.000002717602,0.1083658,0.00105816,0.0003344733,0.00004203769,0.00001740844,0.0001649952],"genre_scores_gemma":[0.3531974,0.06346625,0.003672762,0.5416194,0.03235401,0.0002359483,0.003302921,0.000500782,0.001650512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5174883,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596340048809201,"score_gpt":0.2490740335968815,"score_spread":0.2331106331087894,"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."}}