{"id":"W2987021886","doi":"10.1182/blood-2019-122890","title":"High Interpatient Variability in Molecular MRD Response to Consolidation Chemotherapy in Acute Myeloid Leukemia","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University of Toronto; University Health Network","funders":"","keywords":"Minimal residual disease; Medicine; Internal medicine; Chemotherapy; Oncology; Induction chemotherapy; Myeloid leukemia; Leukemia; Bone marrow; Chemotherapy regimen","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":[0.0006458809,0.000135803,0.0001846634,0.0003006677,0.0001232532,0.0003033488,0.0001777529,0.0002551771,0.0004771411],"category_scores_gemma":[0.001378626,0.00007675192,0.00008977071,0.0003225841,0.0002137811,0.0001412587,0.0002418387,0.0001993591,0.0001634705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059764,"about_ca_system_score_gemma":0.00008900272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002882231,"about_ca_topic_score_gemma":0.0003404441,"domain_scores_codex":[0.9995344,0.0001107232,0.00005084006,0.0001586073,0.0001112482,0.00003412674],"domain_scores_gemma":[0.9992537,0.000289233,0.000230665,0.000110689,0.00007497529,0.00004078283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001259142,0.00008398261,0.8581612,0.00005339471,0.0001095338,0.0002488875,0.000198441,0.00186175,0.1047099,0.00007848986,0.0001858878,0.03304939],"study_design_scores_gemma":[0.00001567111,0.0004391392,0.9789873,0.00000526434,0.00004405143,0.001218932,0.0000585035,0.002152049,0.01608846,0.0001301133,0.0008540868,0.000006605702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989789,0.0002386243,0.0004762889,0.00001047839,0.000001608268,0.000005791188,0.0001195423,0.000006344934,0.0001624849],"genre_scores_gemma":[0.9993473,0.00005429119,0.0002432378,0.00001616186,0.000002952322,0.000006584698,0.0002605706,0.000002946191,0.00006604096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006458809,"threshold_uncertainty_score":0.003415763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007006892470617845,"score_gpt":0.2719481954531832,"score_spread":0.2649413029825653,"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."}}