{"id":"W2975917046","doi":"10.3324/haematol.2019.220756","title":"Impact of cytogenetic abnormalities on outcomes of adult Philadelphia-negative acute lymphoblastic leukemia after allogeneic hematopoietic stem cell transplantation: a study by the Acute Leukemia Working Committee of the Center for International Blood and Marrow Transplant Research","year":2019,"lang":"en","type":"article","venue":"Haematologica","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre; CancerCare Manitoba; BC Children's Hospital; University of British Columbia","funders":"Janssen Pharmaceuticals; National Institute of Allergy and Infectious Diseases; Office of Naval Research; National Heart, Lung, and Blood Institute; Adaptive Biotechnologies; Astellas Pharma; Daiichi-Sankyo; Janssen Scientific Affairs; Incyte; bluebird bio; Chimerix; Medical College of Wisconsin; Bristol-Myers Squibb; CSL Behring; Janssen Biotech; HistoGenetics; Celgene; Karyopharm Therapeutics; Atara Biotherapeutics; Actinium Pharmaceuticals; Daiichi Sankyo Europe; National Cancer Institute; Gilead Sciences; GlaxoSmithKline; Health Resources and Services Administration; U.S. Department of Health and Human Services; Astellas Pharma US; Amgen; Jazz Pharmaceuticals; Be The Match Foundation","keywords":"Hazard ratio; Transplantation; Internal medicine; Monosomy; Medicine; Cytogenetics; Leukemia; Hematopoietic stem cell transplantation; Oncology; Acute lymphocytic leukemia; Acute leukemia; Karyotype; Confidence interval; Biology; Lymphoblastic Leukemia; Genetics","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":[0.0005877314,0.0003790305,0.0009989148,0.0002290211,0.0001274367,0.00002671346,0.0007240713,0.0001985487,0.00008600746],"category_scores_gemma":[0.00009148046,0.0001958764,0.0003986761,0.0003532907,0.0006918495,0.00006701312,0.00015963,0.0003884147,0.000004992242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004522729,"about_ca_system_score_gemma":0.0006065092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001511887,"about_ca_topic_score_gemma":0.00003245756,"domain_scores_codex":[0.9963324,0.0004450735,0.0009292063,0.0004932707,0.001249691,0.0005503707],"domain_scores_gemma":[0.995679,0.002354555,0.0003877876,0.0006870591,0.000776055,0.0001155367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01143654,0.001174384,0.9532884,0.001304159,0.004331161,0.0001773413,0.01565648,0.0001407791,0.01157619,0.0002274635,0.0005763763,0.0001107185],"study_design_scores_gemma":[0.0424911,0.0115459,0.7491695,0.00291082,0.003947929,0.002156272,0.009038971,0.001590202,0.1759545,0.000400515,0.00002823946,0.0007660266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951398,0.0001382227,0.00007181866,0.0004180082,0.0001371444,0.002801894,0.0009415121,0.00001653034,0.0003350968],"genre_scores_gemma":[0.998834,0.0002565284,0.0001120545,0.0001071538,0.00002711553,0.000319529,0.00003751804,0.00004189603,0.0002642619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041189,"threshold_uncertainty_score":0.7987607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689593496342423,"score_gpt":0.312024711218867,"score_spread":0.2851287762554428,"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."}}