{"id":"W3195493284","doi":"10.1016/j.jtct.2021.08.010","title":"Allogeneic Transplantation to Treat Therapy-Related Myelodysplastic Syndrome and Acute Myelogenous Leukemia in Adults","year":2021,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Ottawa Hospital","funders":"Janssen Pharmaceuticals; Janssen Biotech; Janssen Research and Development; National Institute of Allergy and Infectious Diseases; Office of Naval Research; Patient-Centered Outcomes Research Institute; Sanofi Genzyme; Celgene; U.S. Navy; Health Resources and Services Administration; CytoSen Therapeutics; Kyowa Hakko Kirin; Daiichi-Sankyo; Janssen Scientific Affairs; CSL Behring; BC Children's Hospital; National Institutes of Health; Seattle Genetics; National Heart, Lung, and Blood Institute; Shire; Bristol-Myers Squibb; University of Wisconsin-Madison; Mayo Clinic; Government of South Australia; Pfizer; GlaxoSmithKline; U.S. Department of Defense; Boston Children's Hospital; National Cancer Institute; Gilead Sciences","keywords":"Medicine; Internal medicine; Myeloid leukemia; Regimen; Transplantation; Myelodysplastic syndromes; Leukemia; Hematopoietic stem cell transplantation; Oncology; Surgery; Bone marrow","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000227791,0.0001253275,0.0001745615,0.0001682493,0.0001950118,0.0002268966,0.0001115201,0.0001474235,0.001629132],"category_scores_gemma":[0.0003206166,0.00003616038,0.0001718838,0.0001993364,0.0001393587,0.000123611,0.0001829242,0.0003907772,0.0002359063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145286,"about_ca_system_score_gemma":0.0003659729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002346324,"about_ca_topic_score_gemma":0.00070526,"domain_scores_codex":[0.9999368,0.00001995073,0.000006940101,0.000006186556,0.00001197032,0.00001823919],"domain_scores_gemma":[0.9998875,0.00001586303,0.00002855778,0.000006263818,0.000008279476,0.00005353879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008221635,0.003271502,0.2106718,0.0006670177,0.0002594318,0.01132079,0.0004070243,0.0006028808,0.03778001,0.00567892,0.01072161,0.7103974],"study_design_scores_gemma":[0.004240671,0.02935523,0.6817872,0.001077041,0.0007807076,0.08035982,0.001194152,0.001888766,0.01991508,0.004700718,0.1746695,0.00003102295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171094,0.05351422,0.002377792,0.001420072,0.000768378,0.0002586972,0.0002498104,0.00005009205,0.02425155],"genre_scores_gemma":[0.9834237,0.01130887,0.001147192,0.0009553892,0.0005284028,0.0000731718,0.0003391468,0.000007704781,0.002216563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001629132,"threshold_uncertainty_score":0.00545001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179765960474035,"score_gpt":0.2508465873082747,"score_spread":0.2390489277035343,"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."}}