{"id":"W3178200071","doi":"10.1182/blood.v130.suppl_1.4366.4366","title":"Evolution of Monoclonal Gammopathy of Undetermined Significance in Kidney Transplant Recipients at the CHUM (Centre Hospitalier de l'Université de Montréal) — a Single-Institution Retrospective Study","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Monoclonal gammopathy of undetermined significance; Medicine; Multiple myeloma; Transplantation; Immunosuppression; Internal medicine; Retrospective cohort study; Kidney transplantation; Monoclonal; Immunology; Monoclonal antibody; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007856042,0.0003034689,0.0005402134,0.002087072,0.0009913878,0.001190789,0.0007464692,0.0005331232,0.001365815],"category_scores_gemma":[0.00169905,0.0004190325,0.0004109032,0.002803004,0.000564194,0.0006097296,0.0006385856,0.0004354145,0.000149356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215291,"about_ca_system_score_gemma":0.002147097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06652246,"about_ca_topic_score_gemma":0.08778717,"domain_scores_codex":[0.9991524,0.0001181478,0.0001079303,0.0002004111,0.000194745,0.0002264051],"domain_scores_gemma":[0.9973837,0.0003304908,0.001331152,0.0001092228,0.0002988006,0.0005466829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002007917,0.000009441923,0.9992058,0.00001120178,0.00001839055,0.0002227585,0.0000556131,0.000006768482,0.00008653698,0.000006238064,0.00004009136,0.0003171686],"study_design_scores_gemma":[0.000004584488,0.00006771097,0.9983585,0.00001864417,0.00003445949,0.0009118413,0.0003010024,0.00008167175,0.00005722094,0.000004126758,0.0001556364,0.000004496794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999041,0.0005123803,0.00003084783,0.00002880785,0.000003136158,0.00001734477,0.0001823619,0.000002303146,0.0001818211],"genre_scores_gemma":[0.9996272,0.0001563179,0.00002568031,0.00002438089,0.00000972719,0.000006736394,0.0001117212,8.367894e-7,0.00003727398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06652246,"threshold_uncertainty_score":0.1322706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006719686251840298,"score_gpt":0.2115667240247641,"score_spread":0.2048470377729238,"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."}}