{"id":"W3216450604","doi":"","title":"Treatment of relapsed and refractory multiple myeloma: recommendations from the International Myeloma Working Group","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple myeloma; Refractory (planetary science); Medicine; Clinical trial; Oncology; Internal medicine; Clinical Practice; Intensive care medicine; Family medicine","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":[0.03125936,0.001390113,0.002606023,0.004412486,0.001989943,0.005252051,0.006302996,0.01398914,0.007807514],"category_scores_gemma":[0.05271842,0.001013077,0.003231277,0.004930821,0.003291714,0.005247743,0.004212286,0.01964346,0.006956894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006622777,"about_ca_system_score_gemma":0.04027835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02566538,"about_ca_topic_score_gemma":0.03517491,"domain_scores_codex":[0.9812821,0.008230211,0.003101508,0.000732436,0.005390639,0.001262943],"domain_scores_gemma":[0.9577845,0.01295397,0.005192699,0.001088015,0.01841601,0.00456484],"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":[0.000156792,0.0002016112,0.0004763691,0.002587382,0.00007715435,0.0001374818,0.0002313159,0.0003341499,0.0002200853,0.006058656,0.8488777,0.1406412],"study_design_scores_gemma":[0.0001680567,0.00008306377,0.0008857204,0.01176681,0.000199952,0.0001630176,0.0002325217,0.0001225855,0.0001541488,0.005806046,0.9803748,0.00004324569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003689259,0.1503951,0.003177672,0.8104541,0.01647111,0.0003768995,0.0008875674,0.0002246395,0.01764406],"genre_scores_gemma":[0.005353108,0.3679757,0.03599175,0.5511591,0.0159213,0.002115241,0.002333098,0.0002559251,0.0188949],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03125936,"threshold_uncertainty_score":0.1653172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643109634562238,"score_gpt":0.2512356804576479,"score_spread":0.2248045841120256,"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."}}