{"id":"W2898813536","doi":"10.1182/blood-2018-99-113585","title":"Immunoglobulin Lambda Translocations Identify Poor Outcome and IMiD Resistance in Multiple Myeloma and Co-Occur with Hyperdiploidy","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Multiple myeloma; Chromosomal translocation; Lenalidomide; Internal medicine; Biology; Hazard ratio; Oncology; Immunology; Cancer research; Medicine; Genetics; Confidence interval; Gene","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":[0.001226666,0.0002280287,0.0003479338,0.0008155482,0.0002764917,0.0006599095,0.000272673,0.0004189055,0.002456225],"category_scores_gemma":[0.002809589,0.0001621242,0.0002575571,0.001109596,0.0003873893,0.0004090912,0.0006574675,0.0005213704,0.0002359846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236615,"about_ca_system_score_gemma":0.0001436471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007254847,"about_ca_topic_score_gemma":0.001087677,"domain_scores_codex":[0.9994279,0.0001514103,0.00006069135,0.0001424372,0.0001454941,0.00007220926],"domain_scores_gemma":[0.9979103,0.0006247654,0.0009655612,0.0001627762,0.0001431702,0.0001933221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001509224,0.00003250918,0.9843407,0.00003200797,0.0001069841,0.0002976976,0.00004333844,0.0003054183,0.006276102,0.00005092777,0.00018964,0.006815405],"study_design_scores_gemma":[0.00004269608,0.0002506271,0.9947305,0.00001030148,0.00008760524,0.001470424,0.00008933541,0.001279075,0.001199632,0.0003842849,0.0004479585,0.00000766745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998694,0.0002429889,0.0002680999,0.00005386373,0.00000282571,0.00000594115,0.0003174896,0.00001340154,0.0004013263],"genre_scores_gemma":[0.9994287,0.00004544258,0.0001490075,0.00001854287,0.000004864714,0.000003686598,0.0002698809,0.000004753858,0.00007511761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456225,"threshold_uncertainty_score":0.008216858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195461561235376,"score_gpt":0.3240272048402091,"score_spread":0.2920725892278553,"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."}}