{"id":"W4417342517","doi":"10.1182/blood.2025031480","title":"2025 update on MRD in acute myeloid leukemia: a consensus document from the ELN-DAVID MRD Working Party","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Servier; Amgen; José Carreras Leukämie-Stiftung; Astellas Pharma; Jazz Pharmaceuticals; Ascentage Pharma; Syndax Pharmaceuticals; BeiGene; Deutsche Krebshilfe; Daiichi Sankyo Europe; European Commission; Pfizer; Bristol-Myers Squibb","keywords":"Minimal residual disease; Blinatumomab; Guideline; Myeloid leukemia; Disease; Hematopoietic cell; Delphi method; Hematopoietic stem cell transplantation","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":[0.05904624,0.00112593,0.002035583,0.005389844,0.001293441,0.003943206,0.005753683,0.008716228,0.004667661],"category_scores_gemma":[0.07173832,0.0009233641,0.004487294,0.003755737,0.001466155,0.002789552,0.004470555,0.008161466,0.005146758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006424893,"about_ca_system_score_gemma":0.02493046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617097,"about_ca_topic_score_gemma":0.01572696,"domain_scores_codex":[0.9667181,0.01190164,0.009744905,0.001028436,0.00928332,0.001323593],"domain_scores_gemma":[0.9305455,0.02056588,0.004968767,0.001871062,0.03962623,0.002422595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001513746,0.0001306921,0.001028247,0.007242744,0.0002087174,0.0003598667,0.000955684,0.00145889,0.001240417,0.008659052,0.6818151,0.2967492],"study_design_scores_gemma":[0.0001287965,0.00006527091,0.001623307,0.01581927,0.000280722,0.0002966684,0.0002870948,0.0003681634,0.0005745777,0.003451341,0.9770426,0.00006222814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006991266,0.1970772,0.0664956,0.575276,0.03550192,0.007693925,0.01869161,0.001391553,0.09088095],"genre_scores_gemma":[0.04640797,0.2387914,0.3132423,0.2595907,0.01414935,0.01595432,0.05507724,0.001079933,0.05570671],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05904624,"threshold_uncertainty_score":0.3122701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933422933977684,"score_gpt":0.2980073833926368,"score_spread":0.27867315405286,"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."}}