{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003557318,0.000176851,0.0004280403,0.0003447595,0.0002725389,0.0004174369,0.00008224855,0.0002922241,0.002643812],"category_scores_gemma":[0.001531662,0.00006109164,0.0005608115,0.0004419126,0.0001547774,0.0003187274,0.0003427202,0.0003677741,0.0003325393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324061,"about_ca_system_score_gemma":0.0001429925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006348072,"about_ca_topic_score_gemma":0.001106278,"domain_scores_codex":[0.9998362,0.0000321312,0.00001713208,0.00003184624,0.0000356829,0.0000469374],"domain_scores_gemma":[0.999078,0.0001980209,0.0003279992,0.00007378894,0.0000751946,0.0002469473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002210003,0.0001425739,0.9596514,0.00004403033,0.000315469,0.0006850784,0.0001516663,0.0002798171,0.003031323,0.0001663744,0.0005821481,0.03274009],"study_design_scores_gemma":[0.00004823942,0.0004594376,0.9967229,0.00001384598,0.0001386752,0.0007969102,0.0001126135,0.0001224532,0.0001358019,0.0002344689,0.001208874,0.000005862558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955996,0.001745749,0.000169247,0.00014194,0.0000380688,0.00001052758,0.0002563803,0.000007054012,0.002031373],"genre_scores_gemma":[0.9982092,0.0004958603,0.00008042726,0.0002194394,0.0001235227,0.00000530949,0.0004498463,0.000003393261,0.0004130588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002643812,"threshold_uncertainty_score":0.008844495,"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."}}