{"id":"W3089211657","doi":"10.1002/cncr.33171","title":"Age no bar: A CIBMTR analysis of elderly patients undergoing autologous hematopoietic cell transplantation for multiple myeloma","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Janssen Biotech; National Institute of Allergy and Infectious Diseases; Office of Naval Research; National Heart, Lung, and Blood Institute; Daiichi Sankyo Company; Legend Biotech; Janssen Pharmaceuticals; Sanofi Genzyme; Daiichi Sankyo Europe; Takeda Oncology; Kite Pharma; Adaptive Biotechnologies; Health Resources and Services Administration; CytoSen Therapeutics; Atara Biotherapeutics; Daiichi-Sankyo; Biomedical Advanced Research and Development Authority; Astellas Pharma; Swedish Orphan Biovitrum; GlaxoSmithKline; Kiadis Pharma; Miltenyi Biotec; Omeros Corporation; bluebird bio; Actinium Pharmaceuticals; Seattle Genetics; Takeda Pharmaceuticals North America; Regeneron Pharmaceuticals; Chimerix; Medical College of Wisconsin; Merck Sharp and Dohme; Novartis; Johnson and Johnson; Millennium Challenge Corporation; Celgene; Medac; Jazz Pharmaceuticals; National Marrow Donor Program; National Cancer Institute; Genzyme; Terumo BCT; St. Baldrick's Foundation; Boston Children's Hospital; Merck; Kyowa Hakko Kirin; Sanofi; CSL Behring; Bristol-Myers Squibb; AstraZeneca; AbbVie; Astellas Pharma US; Amgen; Novartis Pharmaceuticals Corporation; Dana-Farber Cancer Institute; Incyte; Pfizer; Be The Match Foundation; HistoGenetics","keywords":"Medicine; Hazard ratio; Multiple myeloma; Internal medicine; Confidence interval; Transplantation; Hematopoietic stem cell transplantation; Melphalan; Proportional hazards model; Surgery; Gastroenterology; Oncology","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":[0.00003748063,0.0001315164,0.00040453,0.000123114,0.00005264264,0.00000934231,0.00006851887,0.00006574973,0.0002381487],"category_scores_gemma":[0.0001162823,0.0001123656,0.0002196881,0.0003535331,0.00003745902,0.00004857329,0.00001058509,0.0000716872,0.00001925841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008090489,"about_ca_system_score_gemma":0.0001241685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001017016,"about_ca_topic_score_gemma":0.0001969405,"domain_scores_codex":[0.9989356,0.00002744111,0.0002547721,0.0002788876,0.0002498037,0.0002535201],"domain_scores_gemma":[0.9991881,0.0001927261,0.00009223833,0.0001474393,0.0001719998,0.0002074629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002842755,0.0004398624,0.9536077,0.002822792,0.002444037,0.000119056,0.002540556,0.000321841,0.01123847,0.00001694175,0.0006414546,0.02296453],"study_design_scores_gemma":[0.01319853,0.001767991,0.9468045,0.000152087,0.003159708,0.000001252582,0.0001053583,0.01279684,0.02131216,0.00001139194,0.0004848849,0.0002052896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957438,0.0002868497,0.002055215,0.000251509,0.00005470209,0.0007923663,0.0003227555,0.00003752152,0.0004552616],"genre_scores_gemma":[0.9975104,0.0001993627,0.001177095,0.0001964623,0.00004334163,0.0001586493,0.0005198001,0.00002047821,0.000174445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02275924,"threshold_uncertainty_score":0.4582137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826307758878465,"score_gpt":0.3019835015472888,"score_spread":0.2737204239585042,"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."}}