{"id":"W2005090809","doi":"10.1016/j.bbmt.2014.07.013","title":"Older Patients with Myeloma Derive Similar Benefit from Autologous Transplantation","year":2014,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute; Office of Naval Research; National Heart, Lung, and Blood Institute; Terumo BCT; Health Resources and Services Administration; Medac; Swedish Orphan Biovitrum; Incyte; Genentech; Seattle Genetics; University of Utah; Blue Cross and Blue Shield Association; Kiadis Pharma; Sigma-Tau Pharmaceuticals; Medical College of Wisconsin; Tarix Pharmaceuticals; StemCyte; Takeda Oncology; University of Minnesota; National Marrow Donor Program; St. Baldrick's Foundation; Health Research; U.S. Navy; Osiris Therapeutics; Merck; GlaxoSmithKline; Texas Instruments; Leukemia and Lymphoma Society; Be The Match Foundation; Allos Therapeutics; Actinium Pharmaceuticals; Ariad Pharmaceuticals; Otsuka America Pharmaceutical; Amgen; WellPoint; National Institute of Allergy and Infectious Diseases; Roswell Park Cancer Institute; Onyx Pharmaceuticals; U.S. Department of Defense; Sanofi","keywords":"Medicine; Multiple myeloma; Cohort; Hematopoietic cell; Internal medicine; Transplantation; Hematopoietic stem cell transplantation; Multivariate analysis; Oncology; Demography; Gerontology; Haematopoiesis; Stem cell","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":[0.00005765264,0.0001541194,0.0002788723,0.00009618916,0.00006522891,0.000005188164,0.00004063292,0.0001346775,0.000041416],"category_scores_gemma":[0.0000093147,0.0001128891,0.00003945502,0.00006106005,0.0001369634,0.00006627787,0.000003137308,0.00007922109,0.000003520336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005854014,"about_ca_system_score_gemma":0.00002277458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001801076,"about_ca_topic_score_gemma":0.0001415497,"domain_scores_codex":[0.9991332,0.00005930163,0.0002028849,0.000275438,0.000131243,0.000197948],"domain_scores_gemma":[0.9994775,0.0001341824,0.00007859585,0.0001116945,0.00008846501,0.0001095541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00307938,0.0003966448,0.9147052,0.0003453246,0.0004698875,0.00003945895,0.0008711353,0.000002596312,0.04459384,0.0002652791,0.000004250674,0.03522706],"study_design_scores_gemma":[0.01128056,0.001467625,0.9428813,0.0001355627,0.0008014816,0.0000335651,0.00002180618,0.0000623339,0.04296895,0.0002070697,0.00002215959,0.0001176048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968396,0.0001709149,0.001754203,0.0001426417,0.00003559617,0.0003968075,0.0003574342,0.00003319883,0.000269616],"genre_scores_gemma":[0.9935428,0.0004742277,0.00289092,0.0000764159,0.00002918726,0.00002409529,0.002933648,0.00001312806,0.00001556709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03510945,"threshold_uncertainty_score":0.4603484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006925289993602052,"score_gpt":0.2325124244025696,"score_spread":0.2255871344089675,"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."}}