{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002137706,0.0003124199,0.0004419998,0.0003131319,0.0001211605,0.00004318824,0.00008185876,0.0002320476,0.0001794937],"category_scores_gemma":[0.000005156395,0.0002791112,0.00007363419,0.0005214249,0.0000875054,0.0001220182,0.000006754819,0.000314559,0.00003135279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879388,"about_ca_system_score_gemma":0.0003169866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697495,"about_ca_topic_score_gemma":0.00009330587,"domain_scores_codex":[0.9980536,0.000179235,0.0004232448,0.0005948412,0.0003250554,0.0004240128],"domain_scores_gemma":[0.9992275,0.0001217973,0.00004899157,0.0002245325,0.00009016746,0.0002870111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009833612,0.0002010024,0.008683694,0.0006276989,0.000353564,0.0136612,0.01691722,0.0001261629,0.8924906,0.0001794304,0.00001696829,0.05690891],"study_design_scores_gemma":[0.05778856,0.003271096,0.3510418,0.001101543,0.0004814321,0.01798785,0.001048879,0.001472462,0.5637771,0.0003026908,0.0005585254,0.001168055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930429,0.003879916,0.0009580457,0.0006437663,0.00006224418,0.0008697567,0.00006433974,0.00007366884,0.0004053828],"genre_scores_gemma":[0.9154245,0.08209535,0.0004295382,0.0006584728,0.00002366602,0.00006862797,0.0006774561,0.00005143383,0.000570988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3423581,"threshold_uncertainty_score":0.9999661,"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."}}