{"id":"W3169873720","doi":"10.1016/j.jtct.2021.05.027","title":"The 2020 BMT CTN Myeloma Intergroup Workshop on Immune Profiling and Minimal Residual Disease Testing in Multiple Myeloma","year":2021,"lang":"en","type":"review","venue":"Transplantation and Cellular Therapy","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Multiple myeloma; Minimal residual disease; Medicine; Hematology; Oncology; Immunology; Flow cytometry; Immune system; Internal medicine; Computational biology; Bone marrow; Biology","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":[0.003533184,0.0009267667,0.00186506,0.003047393,0.000289312,0.002083947,0.001332725,0.002900622,0.008482003],"category_scores_gemma":[0.003538516,0.0003635374,0.001382841,0.002102628,0.0004353452,0.001623111,0.001694775,0.003317688,0.004091894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178925,"about_ca_system_score_gemma":0.00534644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289452,"about_ca_topic_score_gemma":0.007425364,"domain_scores_codex":[0.9992378,0.0001831729,0.00009520489,0.00006836704,0.0002996985,0.0001157684],"domain_scores_gemma":[0.9979557,0.000668469,0.0002809983,0.00003598136,0.0008024937,0.0002563007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002649475,0.000079048,0.0001513662,0.01423679,0.0001392172,0.00008310867,0.00003162154,0.0001984984,0.001039379,0.002127583,0.3275743,0.6540743],"study_design_scores_gemma":[0.0001051999,0.0001226021,0.0007028746,0.01162315,0.0002780223,0.0002213885,0.00001977625,0.00006439543,0.0002250216,0.0007703641,0.9858504,0.00001671093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009041693,0.9879775,0.0001751114,0.004771195,0.004414544,0.00004272334,0.0001886042,0.00002366207,0.002316118],"genre_scores_gemma":[0.0007388712,0.9827709,0.0005746156,0.009007847,0.002653543,0.00005565012,0.0004906123,0.00001093273,0.003697116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008482003,"threshold_uncertainty_score":0.02837515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07644627137797783,"score_gpt":0.3392379421358628,"score_spread":0.262791670757885,"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."}}