{"id":"W2726667285","doi":"10.1182/blood.v128.22.2137.2137","title":"Pattern of First Relapse in Multiple Myeloma (MM) Patients (Pts) after a Cybord Induction Regimen and Autologous Stem Cell Transplantation (ASCT): Impact of Maintenance Therapy in the Real-World Setting","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lenalidomide; Maintenance therapy; Thalidomide; Regimen; Internal medicine; Autologous stem-cell transplantation; Multiple myeloma; Oncology; Bortezomib; Transplantation; Surgery; Chemotherapy","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":[0.0004429739,0.0001225837,0.0002692239,0.0005735428,0.0002345378,0.0004917003,0.0002937204,0.000268574,0.001280214],"category_scores_gemma":[0.001513314,0.0001083256,0.0002294013,0.0007428759,0.0001994644,0.000385378,0.0003024029,0.0002324166,0.0001635832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003800506,"about_ca_system_score_gemma":0.0002378522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045042,"about_ca_topic_score_gemma":0.001354865,"domain_scores_codex":[0.9996234,0.0001096875,0.00005780963,0.00009006761,0.00006597176,0.00005299363],"domain_scores_gemma":[0.9988696,0.0001931552,0.0007318112,0.000042986,0.00005345726,0.0001089514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002739633,0.00002394479,0.9963751,0.0000101427,0.00001953655,0.0002068788,0.00002985655,0.00007329124,0.0003601098,0.000008168812,0.00006025215,0.002558744],"study_design_scores_gemma":[0.00000881403,0.0001894491,0.9974305,0.000005652627,0.00001531968,0.001568583,0.0001064536,0.0003156656,0.0002033157,0.00002192981,0.0001304177,0.000003906017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993953,0.000191219,0.00006390939,0.0000249718,0.000001719748,0.000005079089,0.0001645251,0.000002981208,0.0001504681],"genre_scores_gemma":[0.999673,0.00006113383,0.00005448371,0.000007733921,0.000004147968,0.00000367368,0.0001542692,9.173547e-7,0.00004065096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001280214,"threshold_uncertainty_score":0.004282773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590002023687812,"score_gpt":0.2668477270685405,"score_spread":0.2509477068316624,"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."}}