{"id":"W2351739364","doi":"10.1182/blood.v122.21.919.919","title":"Striking Predictive Power For Relapse and Decreased Survival Associated With Detectable Minimal Residual Disease by IGH VDJ Deep Sequencing Of Bone Marrow Pre- and Post-Allogeneic Transplant In Children With B-Lineage ALL: A Subanalysis Of The COG ASCT0431/PBMTC ONC051 Study","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of Manitoba","funders":"","keywords":"Minimal residual disease; Medicine; Internal medicine; Bone marrow; Oncology; Regimen; Cohort","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":[0.001697239,0.0002740909,0.0005054633,0.0004069335,0.0002161907,0.0007476342,0.0003954821,0.000348748,0.0007757147],"category_scores_gemma":[0.00241066,0.0001655707,0.0004585255,0.0004110002,0.0003443629,0.0003242497,0.0004742995,0.0006067875,0.0001086697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983691,"about_ca_system_score_gemma":0.0001990561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000944153,"about_ca_topic_score_gemma":0.001809387,"domain_scores_codex":[0.9990537,0.0004323637,0.00006299149,0.0002269313,0.0001377896,0.00008619865],"domain_scores_gemma":[0.997977,0.001014042,0.000410004,0.000254183,0.0001161473,0.0002287919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001343595,0.00002278809,0.9907649,0.00001550256,0.0001709506,0.00008051519,0.00006467412,0.0003094824,0.002382769,0.00003419416,0.000196902,0.004613757],"study_design_scores_gemma":[0.00007458581,0.0006559333,0.9954156,0.000009276871,0.0002328202,0.0004393246,0.000124648,0.001258065,0.0009553258,0.00009929635,0.0007275235,0.000007662105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991792,0.0001949399,0.0001155619,0.00004612538,0.000002939939,0.000003466094,0.0003043968,0.000004263068,0.0001490095],"genre_scores_gemma":[0.9994676,0.00003189071,0.00007534474,0.00002202934,0.000005132504,0.000003048423,0.0003502418,0.000003678011,0.00004105985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697239,"threshold_uncertainty_score":0.008975983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006558864223106884,"score_gpt":0.2217966469818629,"score_spread":0.215237782758756,"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."}}