{"id":"W2955655006","doi":"10.1200/jco.2019.37.15_suppl.8038","title":"Efficacy and safety of daratumumab, lenalidomide, and dexamethasone (D-Rd) in relapsed or refractory multiple myeloma (RRMM): Updated subgroup analysis of POLLUX based on cytogenetic risk.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Lenalidomide; Tolerability; Oncology; Gastroenterology; Multiple myeloma; Adverse effect","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":[0.003182568,0.0007965135,0.002185961,0.0008537934,0.0002045272,0.0009680534,0.0007421722,0.0005415881,0.001404196],"category_scores_gemma":[0.002813482,0.0003418002,0.00531368,0.0007541181,0.0002886108,0.0005192496,0.0009184845,0.0005744165,0.0001580427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006255503,"about_ca_system_score_gemma":0.0004840608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008836876,"about_ca_topic_score_gemma":0.003018885,"domain_scores_codex":[0.998598,0.0007362655,0.0001855143,0.0001817116,0.0001850081,0.0001135142],"domain_scores_gemma":[0.9987549,0.0004642358,0.0004130767,0.0001597362,0.0000622872,0.0001458831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4447247,0.0009237315,0.3129495,0.003894463,0.08074991,0.0008337614,0.0004354233,0.00338092,0.0110577,0.0002652835,0.003850905,0.1369336],"study_design_scores_gemma":[0.08907478,0.05119377,0.7357717,0.0005362623,0.1015832,0.003151745,0.0004766812,0.006038449,0.00378495,0.0008189784,0.007373092,0.0001963791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865987,0.01087937,0.0003610635,0.0001714441,0.0000439064,0.0002484094,0.001072391,0.00002483879,0.0005999457],"genre_scores_gemma":[0.9958824,0.00135599,0.0003910167,0.0002029622,0.00006903012,0.0001589123,0.001549915,0.000008674677,0.0003811611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003182568,"threshold_uncertainty_score":0.01683128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0812774770851059,"score_gpt":0.4335409812033129,"score_spread":0.352263504118207,"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."}}