{"id":"W1970425209","doi":"10.1097/tp.0000000000000217","title":"Single-Donor Islet Transplantation and Long-term Insulin Independence in Select Patients With Type 1 Diabetes Mellitus","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islet; Transplantation; Medicine; Insulin; Diabetes mellitus; Type 1 diabetes; Internal medicine; Type 2 diabetes; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001385911,0.0001493072,0.000220914,0.0001579566,0.00004106751,0.00002135103,0.00003167178,0.00009401825,0.00004662452],"category_scores_gemma":[0.00002610345,0.000123095,0.00001787737,0.0002373462,0.00004505895,0.0001921568,0.000001436517,0.0001300559,0.00001647877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003095807,"about_ca_system_score_gemma":0.00003187314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339514,"about_ca_topic_score_gemma":0.00007842803,"domain_scores_codex":[0.9990234,0.00006726447,0.0002187149,0.0002457307,0.0002450733,0.0001997836],"domain_scores_gemma":[0.9995293,0.0001368102,0.00005899164,0.00009685307,0.00009410822,0.00008392307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001201867,0.0001817281,0.9763024,0.0005966914,0.00002774121,0.000008740884,0.0007587302,0.0000197399,0.01029051,0.00004023776,0.000003485448,0.01056806],"study_design_scores_gemma":[0.005704773,0.0009113702,0.9697937,0.0003797235,0.0001979255,0.000009945859,0.000009741848,0.000280138,0.02251654,0.00002744914,0.00001553769,0.0001531712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977368,0.0001753865,0.000934404,0.00006313463,0.0000694039,0.0003388315,0.00001497044,0.00005355852,0.0006135075],"genre_scores_gemma":[0.9981806,0.0005038943,0.0003814975,0.000231124,0.0000332478,0.00001605889,0.0006106971,0.00001758916,0.00002530229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222603,"threshold_uncertainty_score":0.501967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00911072857038487,"score_gpt":0.2171582266576444,"score_spread":0.2080474980872595,"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."}}