{"id":"W2555484425","doi":"10.1182/blood.v118.21.1875.1875","title":"Unfavorable Cytogenetic Characteristics Do Not Adversely Impact Response Rates in Patients with Relapsed and/or Refractory Multiple Myeloma Treated with Single-Agent Carfilzomib on the 003 (A1) Study","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; Princess Margaret Cancer Centre","funders":"","keywords":"Carfilzomib; Multiple myeloma; Medicine; Internal medicine; Refractory (planetary science); Fluorescence in situ hybridization; Oncology; Transplantation; Lenalidomide; Gastroenterology; 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":[0.001132478,0.0003251691,0.000754703,0.0001997044,0.0002208063,0.000520249,0.0003247859,0.0003775913,0.001909502],"category_scores_gemma":[0.0007186736,0.0001741155,0.0008757497,0.0003132563,0.0002407726,0.0003071668,0.0002073549,0.0005668987,0.0002177108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005097564,"about_ca_system_score_gemma":0.0006176805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001751,"about_ca_topic_score_gemma":0.001940296,"domain_scores_codex":[0.9996632,0.0001597868,0.00002767598,0.00005368854,0.00004503394,0.00005054473],"domain_scores_gemma":[0.9993623,0.0001352575,0.0002022291,0.00005884154,0.00002753093,0.0002138433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2786828,0.003522009,0.6418215,0.000309048,0.002303706,0.0006035141,0.0002292711,0.001412112,0.01904309,0.0001702807,0.002392107,0.04951052],"study_design_scores_gemma":[0.0254001,0.06036588,0.9019815,0.00002748166,0.001923861,0.001377209,0.0001074102,0.001725951,0.002976644,0.0001580969,0.003929444,0.00002631038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987589,0.0003613349,0.00005491327,0.00006479311,0.000008043299,0.00004803054,0.0002568979,0.000004613393,0.0004423752],"genre_scores_gemma":[0.9991304,0.0001071313,0.00007097243,0.00007146163,0.0000203645,0.00003331217,0.0004087649,0.000002387752,0.0001551574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001909502,"threshold_uncertainty_score":0.006387889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04537408221526898,"score_gpt":0.2718674968393186,"score_spread":0.2264934146240496,"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."}}