{"id":"W2949734536","doi":"10.1097/01.hs9.0000560652.54765.fe","title":"PF591 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":"HemaSphere","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Institute of Cancer Research; Leukemia & Lymphoma Society of Canada; University of British Columbia; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Internal medicine; Medicine; Lenalidomide; Tolerability; Oncology; Multiple myeloma; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003145504,0.0002812349,0.001133443,0.0002911736,0.00004117864,0.000008592253,0.00007007654,0.0001842945,0.0007703587],"category_scores_gemma":[0.0002218572,0.0002039578,0.0001563933,0.0009190376,0.0001197422,0.00003895383,0.00004447037,0.0001471792,0.000007749096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316247,"about_ca_system_score_gemma":0.0001217783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009119796,"about_ca_topic_score_gemma":0.001030861,"domain_scores_codex":[0.9980694,0.0001795201,0.0006497117,0.0005124067,0.0003312576,0.0002576778],"domain_scores_gemma":[0.9978008,0.0009541413,0.0003600292,0.0006392333,0.00008486323,0.0001609193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01158198,0.001540295,0.9658266,0.0001806647,0.001215218,0.00007694725,0.0002945716,0.0006645621,0.005893779,0.00002401346,0.0001027828,0.01259864],"study_design_scores_gemma":[0.03316797,0.001573346,0.9408342,0.0003932341,0.001869657,0.000006613993,0.0002461854,0.007735862,0.0136827,0.000003567045,0.0002931225,0.0001936049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967108,0.001533659,0.00001878384,0.00009058476,0.0000344236,0.0008075919,0.0001062471,0.00002067343,0.0006771744],"genre_scores_gemma":[0.9977999,0.0004588482,0.001259908,0.00008664292,0.00001197144,0.00002110681,0.0001134263,0.00003009918,0.0002181016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0249924,"threshold_uncertainty_score":0.8434888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260982214245829,"score_gpt":0.2576012123334918,"score_spread":0.2449913901910335,"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."}}