{"id":"W2783577260","doi":"10.1097/tp.0000000000002083","title":"Beta Cell Death by Cell-free DNA and Outcome After Clinical Islet Transplantation","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Allotransplantation; Transplantation; Islet; Medicine; Beta cell; Cell-free fetal DNA; Biomarker; Receiver operating characteristic; Internal medicine; Type 1 diabetes; Oncology; Diabetes mellitus; Immunology; Insulin; Biology; 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":[0.0005722119,0.000255119,0.0003052543,0.0005654201,0.0001436648,0.0005944706,0.0001135452,0.0003271236,0.001119258],"category_scores_gemma":[0.001697607,0.00006791996,0.0001517591,0.0002818674,0.00032614,0.0002486818,0.0002312916,0.0003258093,0.0001920004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594247,"about_ca_system_score_gemma":0.0001328187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003936525,"about_ca_topic_score_gemma":0.0002608939,"domain_scores_codex":[0.9997101,0.00006540259,0.00002887215,0.00007005774,0.00006848892,0.00005701251],"domain_scores_gemma":[0.9980216,0.0006661888,0.000775973,0.00008088577,0.0001811901,0.000274179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001764931,0.00009470213,0.9803649,0.00003871969,0.00008238934,0.0002761684,0.0001576847,0.0002137906,0.005852577,0.00003152695,0.0001102535,0.01101248],"study_design_scores_gemma":[0.00002610385,0.001821441,0.9887145,0.00001902465,0.00009717802,0.001888705,0.0001625922,0.0005994874,0.00604127,0.000145898,0.0004705361,0.00001336256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985155,0.0008440918,0.0002494812,0.00001920962,0.000009125772,0.000005135911,0.00008826922,0.000008143036,0.0002609812],"genre_scores_gemma":[0.9995725,0.00008178774,0.00006973641,0.00001338485,0.00001400546,0.000002982621,0.0001051897,0.000002338676,0.0001380523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001119258,"threshold_uncertainty_score":0.003744304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540643973538263,"score_gpt":0.2993295028883964,"score_spread":0.2739230631530138,"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."}}