{"id":"W2003656303","doi":"10.1016/j.bbmt.2013.01.004","title":"Salvage Second Hematopoietic Cell Transplantation in Myeloma","year":2013,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; Office of Naval Research; National Heart, Lung, and Blood Institute; Takeda Oncology; Terumo BCT; Health Resources and Services Administration; National Institutes of Health; Swedish Orphan Biovitrum; Otsuka America; Kiadis Pharma; Therakos; Sigma-Tau Pharmaceuticals; Medical College of Wisconsin; Tarix Pharmaceuticals; StemCyte; Blue Cross and Blue Shield Association; U.S. Navy; Osiris Therapeutics; Celgene; HistoGenetics; Teva Pharmaceutical Industries; WellPoint; Merck; GlaxoSmithKline; Leukemia and Lymphoma Society; Be The Match Foundation; Ariad Pharmaceuticals; Otsuka America Pharmaceutical; Amgen; Sanofi; U.S. Department of Defense; Genentech; CellGenix; Seattle Genetics; U.S. Department of Health and Human Services; National Marrow Donor Program","keywords":"Medicine; Multiple myeloma; Transplantation; Surgery; Salvage therapy; Progression-free survival; Hematopoietic stem cell transplantation; Progressive disease; Hematopoietic cell; Retrospective cohort study; Internal medicine; Overall survival; Haematopoiesis; Chemotherapy; 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":[0.00008273211,0.0001135794,0.0002270066,0.000161199,0.00002738008,0.000005443488,0.00003376511,0.0001157592,0.000259482],"category_scores_gemma":[0.00000454369,0.00009441195,0.00003982215,0.00008522964,0.00008536145,0.00008806367,0.000002735322,0.00009026158,0.00001622411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005812025,"about_ca_system_score_gemma":0.0000298422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912217,"about_ca_topic_score_gemma":0.0001413311,"domain_scores_codex":[0.9992213,0.00005980381,0.0002459036,0.0001981062,0.00007820623,0.0001967117],"domain_scores_gemma":[0.9996589,0.00008411299,0.0000494408,0.00008238888,0.00003549878,0.00008963005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003153422,0.0002380192,0.2472741,0.001252718,0.00005585139,0.00008683604,0.000846362,3.568413e-7,0.745489,0.0001280599,0.00001248091,0.004300919],"study_design_scores_gemma":[0.006535056,0.0005425947,0.6615192,0.0001094005,0.000172448,0.0002206223,0.00009508273,0.00002662629,0.3303,0.0003609072,0.00001803547,0.00009996523],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966875,0.0006071012,0.0001237462,0.0001588311,0.00002692119,0.0005096815,0.00005866079,0.00001704562,0.001810475],"genre_scores_gemma":[0.9969465,0.001554602,0.0008683496,0.0000504062,0.00001485068,0.00005584583,0.0003717497,0.000008947072,0.0001287305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.415189,"threshold_uncertainty_score":0.3850007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090599533160806,"score_gpt":0.2525937452193226,"score_spread":0.2416877498877145,"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."}}