{"id":"W4224264729","doi":"10.3324/haematol.2021.280203","title":"The mutational landscape in chronic myelomonocytic leukemia and its impact on allogeneic hematopoietic cell transplantation outcomes: a Center for Blood and Marrow Transplantation Research (CIBMTR) analysis","year":2022,"lang":"en","type":"article","venue":"Haematologica","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Cancer Institute","keywords":"Medicine; Internal medicine; Chronic myelomonocytic leukemia; Transplantation; KRAS; Hematopoietic stem cell transplantation; Neuroblastoma RAS viral oncogene homolog; International Prognostic Scoring System; Oncology; Hematopoietic cell; Multivariate analysis; Gastroenterology; Bone marrow; Haematopoiesis; Myelodysplastic syndromes; Cancer; Stem cell; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002047667,0.0001884688,0.0002875359,0.001063304,0.0003035265,0.0006596071,0.0003626461,0.0002262337,0.001426063],"category_scores_gemma":[0.002028311,0.0001230092,0.0005407584,0.00212886,0.0001957421,0.0002738613,0.000574064,0.0003866013,0.0001247621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003697526,"about_ca_system_score_gemma":0.0009268709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744044,"about_ca_topic_score_gemma":0.004142605,"domain_scores_codex":[0.999332,0.0002326401,0.00007409453,0.0001477141,0.0001333009,0.0000802371],"domain_scores_gemma":[0.9985739,0.0003357158,0.00059132,0.0001597214,0.0001738054,0.0001655656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001559989,0.00001762371,0.9934534,0.00001835127,0.0001309158,0.00004140306,0.00002353287,0.0001435662,0.0002846187,0.00006052274,0.0002823854,0.00538775],"study_design_scores_gemma":[0.00001206003,0.0000749535,0.9976885,0.00001213333,0.000213703,0.0002298491,0.00008283535,0.0009982452,0.0001541447,0.00006799609,0.00046206,0.000003632763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976377,0.0007604472,0.0002508967,0.0001165852,0.000004484775,0.00001314275,0.0008639245,0.000007435901,0.0003452355],"genre_scores_gemma":[0.9987105,0.0002081372,0.0002055145,0.00002534332,0.0000126362,0.00001044769,0.0007738827,0.000003200121,0.00005038021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003744044,"threshold_uncertainty_score":0.01082927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740917690042603,"score_gpt":0.3581258702767788,"score_spread":0.3207166933763527,"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."}}