{"id":"W3202676000","doi":"10.1038/s41409-021-01450-3","title":"An adapted European LeukemiaNet genetic risk stratification for acute myeloid leukemia patients undergoing allogeneic hematopoietic cell transplant. A CIBMTR analysis","year":2021,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Dalhousie University","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute; Fred and Pamela Buffett Cancer Center; Markey Cancer Center, University of Kentucky; Juno Therapeutics; Office of Naval Research; Irving Medical Center, Columbia University; Sanofi Genzyme; Legend Biotech; U.S. Navy; University of Florida Health; Kite Pharma; Health Resources and Services Administration; National Institutes of Health; University of Nebraska Medical Center; Christian Medical College, Vellore; Biomedical Advanced Research and Development Authority; University of Miami; King Faisal Specialist Hospital and Research Centre; Astellas Pharma; Daiichi-Sankyo; Gilead Sciences; Dalhousie University; Imperial College London; Cardinal Health; Inselspital, Universitätsspital Bern; Kiadis Pharma; Pharmacyclics; Alexion Pharmaceuticals; bluebird bio; Daiichi Sankyo Europe; Takeda Oncology; Agios Pharmaceuticals; Angiocrine Bioscience; Université Grenoble Alpes; Jazz Pharmaceuticals; Omeros Corporation; Vertex Pharmaceuticals; Leonard M. Miller School of Medicine; University of Bern; U.S. Department of Defense; Medical College of Wisconsin; StemCyte; Massachusetts General Hospital; CareDx; BeiGene; Vanderbilt University Medical Center; Actinium Pharmaceuticals; University of Texas Southwestern Medical Center; CSL Behring; Children's Hospital Los Angeles; Celgene; Falk Foundation; Moffitt Cancer Center; Sanofi; Incyte; Pfizer; Bristol-Myers Squibb; Genentech; AstraZeneca; University of Southern California; Astellas Pharma US; Be The Match Foundation; Novartis Pharmaceuticals Corporation; Amgen; Vanderbilt University","keywords":"Medicine; Internal medicine; Univariate analysis; Transplantation; Oncology; Myeloid leukemia; Multivariate analysis; Hematopoietic stem cell transplantation; Surgery","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":[0.001796223,0.0004995365,0.0005857919,0.002459527,0.0003478281,0.0007925327,0.0006599133,0.000455557,0.01104174],"category_scores_gemma":[0.005405577,0.0001623324,0.001290678,0.002687318,0.0001633924,0.0002906432,0.00116983,0.0004940268,0.001694869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007453518,"about_ca_system_score_gemma":0.001280877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556037,"about_ca_topic_score_gemma":0.01683636,"domain_scores_codex":[0.9987113,0.0004051305,0.0001883379,0.0002434466,0.0002913176,0.0001603748],"domain_scores_gemma":[0.9983089,0.0003686147,0.0003481919,0.0002343482,0.0005245675,0.0002153726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004408269,0.0002575649,0.8136656,0.0003186501,0.00128421,0.0006904188,0.000175321,0.006795188,0.004501216,0.00338849,0.08584903,0.07866614],"study_design_scores_gemma":[0.0005129285,0.0003669327,0.9446323,0.0002181273,0.000750587,0.001334892,0.0002262953,0.006151082,0.001317162,0.002108954,0.04234605,0.00003462887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6994335,0.002008039,0.01855336,0.002891402,0.000339508,0.001120451,0.2374851,0.0005257934,0.03764296],"genre_scores_gemma":[0.7943818,0.0007195586,0.01696255,0.001523018,0.0001040153,0.0008384484,0.1756752,0.0002693434,0.009526127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01556037,"threshold_uncertainty_score":0.03693825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285169456137229,"score_gpt":0.2622611296374699,"score_spread":0.2494094350760977,"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."}}