{"id":"W3118735017","doi":"10.1016/j.bbmt.2020.06.011","title":"Summary of the 2019 Blood and Marrow Transplant Clinical Trials Network Myeloma Intergroup Workshop on Minimal Residual Disease and Immune Profiling","year":2020,"lang":"en","type":"review","venue":"Biology of Blood and Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; National Cancer Institute; National Heart, Lung, and Blood Institute; U.S. Department of Veterans Affairs","keywords":"Medicine; Minimal residual disease; Multiple myeloma; Clinical trial; Hematology; Oncology; Immune system; Disease; Profiling (computer programming); Bone transplantation; Bone marrow; Immunology; Internal medicine; Surgery","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":[0.004010482,0.001408634,0.002583816,0.003613442,0.0003610012,0.002646289,0.001547698,0.002505591,0.01611307],"category_scores_gemma":[0.004628351,0.0004776132,0.001563693,0.003132676,0.000310793,0.001563153,0.001572984,0.003158197,0.00682927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242761,"about_ca_system_score_gemma":0.005262492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610615,"about_ca_topic_score_gemma":0.008378361,"domain_scores_codex":[0.9992238,0.0001885971,0.0001200093,0.00008491686,0.0002906095,0.000092109],"domain_scores_gemma":[0.9975951,0.0008571435,0.0004318914,0.00005400721,0.0007513252,0.0003103662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004003851,0.00007286223,0.000110168,0.02344193,0.0002653133,0.00006910612,0.0000295276,0.0002115267,0.0008604047,0.001904268,0.6063688,0.3662657],"study_design_scores_gemma":[0.0001823799,0.000154589,0.000578779,0.01193908,0.0005541537,0.0001220823,0.00001271946,0.00005868727,0.0001892881,0.0007977614,0.985392,0.0000185863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009666698,0.9786432,0.0003430821,0.006917104,0.008213038,0.0001739735,0.001186756,0.00004953121,0.004376539],"genre_scores_gemma":[0.000807497,0.9725506,0.0006999396,0.01225312,0.005015613,0.0002222923,0.002061022,0.00001979183,0.006370197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01611307,"threshold_uncertainty_score":0.05390358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08440333781862538,"score_gpt":0.3886070230307096,"score_spread":0.3042036852120842,"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."}}