{"id":"W2533046947","doi":"10.1182/blood.v114.22.1827.1827","title":"Influence of Cytogenetics in Patients with Relapsed and Refractory Multiple Myeloma (MM) Treated with Carfilzomib (CFZ).","year":2009,"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":"Carfilzomib; Cytogenetics; Multiple myeloma; Lenalidomide; Bortezomib; Refractory (planetary science); Internal medicine; Proteasome inhibitor; Medicine; Oncology; Fluorescence in situ hybridization; Biology; Chromosome; Genetics","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":[0.0003849884,0.0002298909,0.0005194769,0.000387049,0.0002953519,0.0003149645,0.0001553406,0.0003209084,0.0009437398],"category_scores_gemma":[0.001379444,0.0001341915,0.0003361909,0.0003319555,0.0002182425,0.0001610879,0.0001775569,0.0003357021,0.0001486462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005213908,"about_ca_system_score_gemma":0.0002374464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108142,"about_ca_topic_score_gemma":0.002800841,"domain_scores_codex":[0.9997565,0.00009666102,0.00001808591,0.00003745855,0.00004829492,0.0000429957],"domain_scores_gemma":[0.9992773,0.0002201247,0.0002415654,0.00002185166,0.00005098802,0.0001881536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01591674,0.0003427322,0.9333063,0.00008494057,0.0002923503,0.002933169,0.0003070597,0.0009751408,0.01691323,0.00005678994,0.0005192102,0.02835221],"study_design_scores_gemma":[0.0003429734,0.005888091,0.9890168,0.000008585675,0.000168612,0.002293673,0.0001098999,0.0004314873,0.001036452,0.00002772936,0.0006675063,0.000008205693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988788,0.0005134289,0.00003689167,0.00004670198,0.000004265983,0.00001437492,0.0000955594,0.000004569395,0.000405469],"genre_scores_gemma":[0.9995127,0.000129009,0.00003686994,0.00003056856,0.000009466808,0.000007861827,0.0001691754,0.00000139963,0.0001030153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002108142,"threshold_uncertainty_score":0.004191756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009380696814739794,"score_gpt":0.2380721969716121,"score_spread":0.2286915001568723,"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."}}