{"id":"W2146249426","doi":"10.2337/db13-0019","title":"Immune Antibody Monitoring Predicts Outcome in Islet Transplantation","year":2013,"lang":"en","type":"letter","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Transplantation; Immunosuppression; Medicine; Alloimmunity; Islet; Glycemic; Immunology; Type 1 diabetes; Islet cell transplantation; Intensive care medicine; Diabetes mellitus; Insulin; Internal medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009929129,0.0003237962,0.000547502,0.0007670913,0.0006454431,0.0009560029,0.0004660728,0.001754826,0.001460499],"category_scores_gemma":[0.006373821,0.0001392822,0.0002282537,0.0008744815,0.000438828,0.0009085642,0.000354773,0.002126539,0.0008751779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007373649,"about_ca_system_score_gemma":0.0004450061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007001775,"about_ca_topic_score_gemma":0.001198354,"domain_scores_codex":[0.9994118,0.0001786619,0.00007271393,0.00005671766,0.0001740261,0.0001060233],"domain_scores_gemma":[0.9975188,0.000963322,0.0003976884,0.0001492335,0.0004505893,0.0005205289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001573502,0.0003765927,0.9073289,0.00005048345,0.00005210311,0.01113285,0.0001122844,0.0002677822,0.0009120951,0.0005650146,0.02009866,0.05752975],"study_design_scores_gemma":[0.0002698315,0.001733361,0.8726794,0.0005866307,0.0003313999,0.07396458,0.0006666227,0.00741932,0.001309736,0.01129369,0.02965399,0.0000914628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8032848,0.03507418,0.002054463,0.1011042,0.004670174,0.0001171121,0.0005352122,0.0002005212,0.05295932],"genre_scores_gemma":[0.97563,0.003612892,0.0005477763,0.01418099,0.004346725,0.0000320451,0.000267416,0.00001827478,0.001363857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754826,"threshold_uncertainty_score":0.005349994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076351115252821,"score_gpt":0.2772946963316692,"score_spread":0.256531185179141,"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."}}