{"id":"W4243114027","doi":"10.1111/ajt.16551","title":"The BETA-2 score web app calculator: https://www.beta2score.com/ for assessment of graft function following islet transplantation","year":2021,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; College of Medicine and Veterinary Medicine, University of Edinburgh","keywords":"Islet; Medicine; Transplantation; Beta cell; Diabetes mellitus; Internal medicine; BETA (programming language); Urology; Type 1 diabetes; Pancreas transplantation; Pancreas; Gastroenterology; Insulin; Endocrinology; Kidney transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002141343,0.0008995103,0.001028042,0.001474717,0.0004426638,0.002030776,0.001510114,0.003959198,0.05386301],"category_scores_gemma":[0.03258155,0.0003225786,0.0006498756,0.0006026662,0.0007271559,0.002174186,0.0009771273,0.005468297,0.03556034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413774,"about_ca_system_score_gemma":0.0005750662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005963038,"about_ca_topic_score_gemma":0.0009430292,"domain_scores_codex":[0.9984261,0.0004579727,0.0002148497,0.0001586296,0.0006189287,0.0001236256],"domain_scores_gemma":[0.9868444,0.006279964,0.001060114,0.0004161513,0.004360791,0.001038553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007533187,0.00002339816,0.000551978,0.0001812266,0.00001280834,0.0003967816,0.00001654648,0.00002991709,0.00008687066,0.0002368575,0.9692234,0.02916496],"study_design_scores_gemma":[0.0001134544,0.0001051542,0.002109327,0.001279617,0.00007572986,0.004938723,0.00009379345,0.0008588576,0.0007681595,0.002433039,0.987152,0.0000722379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"software","genre_scores_codex":[0.003752758,0.02310605,0.009734284,0.4916101,0.4387361,0.000279827,0.003756946,0.003758149,0.02526592],"genre_scores_gemma":[0.02568118,0.02453952,0.01091936,0.2965229,0.5287421,0.0004881749,0.002702101,0.002343205,0.1080614],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05386301,"threshold_uncertainty_score":0.1801897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226217746378147,"score_gpt":0.2880943313868053,"score_spread":0.2658321539230239,"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."}}