{"id":"W3214959760","doi":"10.1182/blood-2021-151670","title":"Clinical Outcomes of Patients with Newly Diagnosed Myelodysplastic Syndrome with <i>MLL</i> Aberrations","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Myelodysplastic syndromes; Decitabine; Oncology; Population; Cytarabine; Hypomethylating agent; Cancer; Chemotherapy; Pediatrics; Bone marrow; DNA methylation; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002077222,0.0001262518,0.0001957764,0.0004016223,0.0003114945,0.0004916942,0.0001663242,0.0002229199,0.001169594],"category_scores_gemma":[0.00105606,0.00009646719,0.0002190092,0.0003982966,0.0001850573,0.0002940138,0.0002470562,0.0002180058,0.0001744334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003341381,"about_ca_system_score_gemma":0.0002587237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646397,"about_ca_topic_score_gemma":0.002278696,"domain_scores_codex":[0.9998575,0.0000272602,0.0000212347,0.00003707925,0.00002266704,0.00003423891],"domain_scores_gemma":[0.9991022,0.0001307963,0.0004787405,0.00001700226,0.00006082887,0.0002103254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119925,0.00001716811,0.9982553,0.000005535075,0.000009712691,0.0004922962,0.00002737722,0.0000386675,0.0001421374,0.000008682123,0.00008086137,0.0008023317],"study_design_scores_gemma":[0.000017113,0.0002150741,0.995609,0.000008004004,0.00001873291,0.00349203,0.000147384,0.0001518628,0.00009219211,0.00002230279,0.0002219463,0.000004296481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992719,0.0001482802,0.00001806906,0.00003073713,0.000003914154,0.00000442476,0.0002230492,0.00000144689,0.0002981562],"genre_scores_gemma":[0.9993918,0.00007378791,0.00002112372,0.00001567717,0.000009026542,0.000004319725,0.000392706,4.795256e-7,0.00009100501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646397,"threshold_uncertainty_score":0.003912687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619665034741436,"score_gpt":0.2894902193334967,"score_spread":0.2732935689860824,"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."}}