{"id":"W4386024479","doi":"10.1097/01.hs9.0000968744.85748.62","title":"P459: DISEASE MONITORING OF NPM1-MUTANT (MUT) ACUTE MYELOID LEUKEMIA (AML) USING MEASURABLE RESIDUAL DISEASE (MRD) ASSESSMENTS DURING ORAL AZACITIDINE (ORAL-AZA) TREATMENT (TX): A QUAZAR AML-001 SUBANALYSIS","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"NPM1; Medicine; Minimal residual disease; Internal medicine; Oncology; Myeloid leukemia; Bone marrow; Proportional hazards model; Gastroenterology; Karyotype; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007582075,0.0009139193,0.001603198,0.000632044,0.0005669648,0.0001462851,0.0005026456,0.0002510793,0.0006733008],"category_scores_gemma":[0.0003798604,0.000818469,0.000678396,0.002474242,0.0002644142,0.0006111936,0.0004288482,0.0006294661,0.0002154399],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005879793,"about_ca_system_score_gemma":0.003147308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630836,"about_ca_topic_score_gemma":0.00009076894,"domain_scores_codex":[0.9928865,0.0003793328,0.001241351,0.001413747,0.002304926,0.001774186],"domain_scores_gemma":[0.9950827,0.0002258334,0.0004446162,0.00174678,0.0005666356,0.001933423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009928079,0.001667168,0.5575439,0.002566218,0.006577861,0.01644013,0.0005865206,0.007042867,0.389136,0.00007105692,0.001633072,0.00680713],"study_design_scores_gemma":[0.04084152,0.001817913,0.5095147,0.00431213,0.01742041,0.0003033172,0.0053395,0.07877241,0.3358979,0.0004009498,0.00179079,0.003588493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955467,0.001025434,0.00009410341,0.0005813558,0.0002353537,0.001334566,0.0004166673,0.0004602251,0.0003055853],"genre_scores_gemma":[0.9885607,0.001203169,0.002247959,0.00003816485,0.0005903879,0.0002574832,0.0005739213,0.0002647229,0.006263494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07172955,"threshold_uncertainty_score":0.9994266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06057304799164782,"score_gpt":0.3564517776467327,"score_spread":0.2958787296550849,"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."}}