{"id":"W4417013395","doi":"10.1182/blood-2025-1738","title":"Outcomes following MRD relapse in AML patients monitored by droplet digital PCR","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Leukemia & Lymphoma Society of Canada; University of British Columbia","funders":"","keywords":"Myeloid leukemia; Minimal residual disease; Leukemia; Induction chemotherapy; Bone marrow; NPM1; Chemotherapy; Chemotherapy regimen; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003838139,0.0001469746,0.0002755622,0.0005389125,0.0003862671,0.0005906764,0.0003355012,0.0001995382,0.0007951217],"category_scores_gemma":[0.001193036,0.00009586535,0.000189441,0.0007701229,0.0002478153,0.0002519856,0.0004309905,0.0003636674,0.0002310335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361104,"about_ca_system_score_gemma":0.000617511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287104,"about_ca_topic_score_gemma":0.01524853,"domain_scores_codex":[0.9996332,0.00004590011,0.00003993412,0.00009442914,0.00009546172,0.00009113974],"domain_scores_gemma":[0.9984875,0.0001208022,0.0007712214,0.00005542075,0.0002824247,0.0002826053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002843782,0.00002504,0.9968954,0.000007571783,0.00001093444,0.0001357079,0.00005272653,0.00005557571,0.0002791679,0.000009347988,0.0001526323,0.002091534],"study_design_scores_gemma":[0.000009491315,0.0002652444,0.9977049,0.000007156225,0.0000200014,0.0008890025,0.0001110037,0.0001763493,0.0003609903,0.00002161366,0.0004292575,0.000005122148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986575,0.0001431529,0.00006638283,0.00002601047,0.000002208869,0.0000116263,0.0006515614,0.000005567317,0.0004359419],"genre_scores_gemma":[0.9988305,0.00005826847,0.00006462563,0.0000214794,0.00000474576,0.00001130869,0.0008966727,0.000002043983,0.0001103969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01287104,"threshold_uncertainty_score":0.02559221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00768189524713023,"score_gpt":0.2748417843216409,"score_spread":0.2671598890745107,"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."}}