{"id":"W2974882261","doi":"10.1097/txd.0000000000000937","title":"The Evolution of Monoclonal Gammopathy of Undetermined Significance in Kidney Transplant Recipients","year":2019,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Monoclonal gammopathy of undetermined significance; Multiple myeloma; Hazard ratio; Transplantation; Internal medicine; Gastroenterology; Kidney transplantation; Immunosuppression; Pathology; Immunology; Confidence interval; Monoclonal; Monoclonal antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000237771,0.00009702546,0.000233403,0.0001277191,0.00002442337,0.000003463963,0.00007867647,0.00004627225,0.00004858384],"category_scores_gemma":[0.0000296804,0.00006771062,0.00007819173,0.0002277944,0.00006122605,0.00005911079,0.000002277331,0.00008240365,0.00001508355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008725,"about_ca_system_score_gemma":0.0001926968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006697794,"about_ca_topic_score_gemma":0.0001668778,"domain_scores_codex":[0.998873,0.00009010176,0.0003348127,0.000168098,0.0003443607,0.0001896134],"domain_scores_gemma":[0.9993544,0.0002261357,0.00008824322,0.0001757386,0.00006579336,0.00008964635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005638483,0.000255352,0.8998213,0.0004298016,0.00008493193,0.0000394482,0.0007975023,0.00005249603,0.08995399,0.000174426,0.00001192491,0.002740314],"study_design_scores_gemma":[0.004751022,0.0003767039,0.9113688,0.0006036878,0.00006184434,0.00001617289,0.00005545936,0.001327335,0.08128386,0.00005487081,0.0000311727,0.0000689975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949434,0.0001693299,0.0001438099,0.00008175446,0.00008616441,0.0006332065,0.0001810886,0.00001295979,0.003748318],"genre_scores_gemma":[0.9987549,0.0005672554,0.0001578219,0.000008988472,0.000009152701,0.00003249212,0.0001084506,0.000009533981,0.0003513618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154754,"threshold_uncertainty_score":0.2761159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737847115835771,"score_gpt":0.2821940074458241,"score_spread":0.2648155362874663,"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."}}