{"id":"W1986307017","doi":"10.1016/j.clml.2012.01.003","title":"Detection of CD34, TdT, CD56, CD2, CD4, and CD14 by Flow Cytometry Is Associated With NPM1 and FLT3 Mutation Status in Cytogenetically Normal Acute Myeloid Leukemia","year":2012,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Occupational Cancer Research Centre; Vancouver General Hospital","funders":"BC Cancer Agency; University of British Columbia","keywords":"NPM1; CD34; Flow cytometry; CD19; Myeloid leukemia; CD33; CD14; Mutation; Gene mutation; Leukemia; Medicine; Molecular biology; Cancer research; Myeloid; Internal medicine; Immunology; Oncology; Biology; Gene; Karyotype; Genetics; Stem cell","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002720669,0.000710912,0.001630464,0.0006361459,0.0002086127,0.00008414044,0.0002925181,0.001177127,0.00009945372],"category_scores_gemma":[0.002286706,0.0006305685,0.0002452547,0.001540319,0.00124668,0.0006040601,0.0003705687,0.001048638,0.00005262685],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003923771,"about_ca_system_score_gemma":0.002190395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004011715,"about_ca_topic_score_gemma":0.000115487,"domain_scores_codex":[0.9932731,0.0006919291,0.001932331,0.001155463,0.001237046,0.001710078],"domain_scores_gemma":[0.9948928,0.00176659,0.0006191343,0.0007922432,0.0005189405,0.001410235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004187319,0.0004948634,0.4813279,0.0002269915,0.0009509725,0.0003868892,0.0008037722,0.00001281524,0.03729606,0.00002997015,0.001274739,0.4730078],"study_design_scores_gemma":[0.01471507,0.00226844,0.9540532,0.0002924876,0.0005512031,0.0006875112,0.0002648179,0.009295472,0.01601998,0.00006734533,0.001131571,0.0006528642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946331,0.001428975,0.001257492,0.0002586427,0.0002140233,0.001055505,0.0002139651,0.00014008,0.0007981806],"genre_scores_gemma":[0.9933832,0.001188267,0.003115644,0.0009118202,0.0003412423,0.00008853806,0.0002737949,0.0001555038,0.0005420371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4727254,"threshold_uncertainty_score":0.9999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838067840154703,"score_gpt":0.3085404674738134,"score_spread":0.2901597890722664,"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."}}