{"id":"W2800860839","doi":"10.1016/j.ebiom.2018.04.018","title":"Prognostic Role of Gene Mutations in Chronic Myelomonocytic Leukemia Patients Treated With Hypomethylating Agents","year":2018,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Janssen Biotech; AbbVie; National Cancer Institute; Ministère des Affaires Sociales et de la Santé; Childhood Cancer Canada; Ligue Contre le Cancer; Association Laurette Fugain; Pharmacyclics; Celgene; Janssen Pharmaceuticals; Gilead Sciences; National Center for Research Resources; Novartis; Amgen","keywords":"Chronic myelomonocytic leukemia; Medicine; Internal medicine; Azacitidine; Hazard ratio; Decitabine; Oncology; Multivariate analysis; Proportional hazards model; Odds ratio; Hypomethylating agent; Cohort; Gastroenterology; Confidence interval; Gene; DNA methylation; Myelodysplastic syndromes; Biology; Genetics; Bone marrow","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005311038,0.0002300968,0.0003757883,0.0007304146,0.0002984876,0.0005278393,0.0002996472,0.0006092681,0.0007654951],"category_scores_gemma":[0.00238164,0.000184327,0.0002919256,0.0007266302,0.0003509635,0.0003703559,0.0002650336,0.0004407861,0.0001630957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046557,"about_ca_system_score_gemma":0.0002177879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009523333,"about_ca_topic_score_gemma":0.001380454,"domain_scores_codex":[0.9997271,0.0000778257,0.00003199747,0.00006139908,0.00005111269,0.00005066708],"domain_scores_gemma":[0.9980046,0.0005343035,0.0009146032,0.00009049867,0.0001337652,0.0003221591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000430469,0.00001748249,0.9963322,0.000005263805,0.00003050714,0.0001098552,0.00002352267,0.000131551,0.0009216789,0.000009883499,0.00006086734,0.001926814],"study_design_scores_gemma":[0.00002158769,0.0001755112,0.9978259,0.000005059747,0.00004831391,0.0007386077,0.00005076115,0.0006068383,0.0003081179,0.00003551714,0.0001780268,0.000005577614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993497,0.0003594808,0.00003570542,0.00003183411,0.000003619154,0.000002378563,0.00009015232,0.000002910361,0.0001243801],"genre_scores_gemma":[0.99966,0.00006980354,0.00004979142,0.00001372664,0.00001017206,0.000003169368,0.0001537159,0.000001461009,0.00003816265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009523333,"threshold_uncertainty_score":0.002808809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855479829808812,"score_gpt":0.2972770636411998,"score_spread":0.2787222653431117,"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."}}