{"id":"W2905506084","doi":"10.1182/blood-2018-99-113177","title":"Evaluation of Sustained Minimal Residual Disease (MRD) Negativity in Relapsed/Refractory Multiple Myeloma (RRMM) Patients (Pts) Treated with Daratumumab in Combination with Lenalidomide Plus Dexamethasone (D-Rd) or Bortezomib Plus Dexamethasone (D-Vd): Analysis of Pollux and Castor","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Daratumumab; Lenalidomide; Medicine; Internal medicine; Oncology; Minimal residual disease; Multiple myeloma; Dexamethasone; Bone marrow","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":[0.001583242,0.000292369,0.0009728721,0.0004455436,0.0002288772,0.0007780956,0.000428435,0.0003822132,0.001051277],"category_scores_gemma":[0.001439026,0.0001735567,0.0009058555,0.0005079071,0.000345445,0.0003518845,0.0003212163,0.0007945263,0.0002382585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004887555,"about_ca_system_score_gemma":0.0004952675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004543246,"about_ca_topic_score_gemma":0.0008721506,"domain_scores_codex":[0.9993592,0.0002101158,0.0000839515,0.0001340234,0.0001553381,0.00005736888],"domain_scores_gemma":[0.9986793,0.0003291481,0.0005009689,0.00006616042,0.0001225125,0.0003019166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05327531,0.002563365,0.7014995,0.001524993,0.002026779,0.0009016786,0.0004317925,0.001330135,0.05323304,0.0002480335,0.001477641,0.1814877],"study_design_scores_gemma":[0.004018113,0.05416262,0.9123602,0.000126587,0.002327333,0.004520864,0.0002519188,0.002844752,0.0118085,0.0002241784,0.00728509,0.00006985506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938596,0.004814266,0.0002238307,0.0001896464,0.00002982636,0.00008267697,0.0002623137,0.00001615874,0.000521692],"genre_scores_gemma":[0.9981328,0.0006412077,0.0004547224,0.0001434363,0.00004057982,0.00003542379,0.0003401672,0.000003812534,0.0002079928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001583242,"threshold_uncertainty_score":0.008373141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312665798193124,"score_gpt":0.3058682097971757,"score_spread":0.2727415518152444,"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."}}