{"id":"W3095188934","doi":"10.1182/blood-2020-138683","title":"Identification of Prognostic Immunophenotypes at First Diagnosis in Patients with Acute Myeloid Leukemia (AML) By a Standardized Multicolor Flow Cytometry (MFC) Panel Originally Designed to Detect Measurable Residual Disease (MRD) at Follow-up","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Immunophenotyping; CD33; Minimal residual disease; Myeloid leukemia; Myeloid; Medicine; Population; Oncology; Flow cytometry; Leukemia; CD117; CD34; Immunology; Internal medicine; Biology; Genetics; Stem cell","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":[0.0006363546,0.0002547282,0.0002723392,0.001192378,0.0001427526,0.000371387,0.0002250839,0.0003003829,0.0004830771],"category_scores_gemma":[0.001120632,0.0001239988,0.0001495124,0.0004573055,0.0001938058,0.0002288693,0.0003323535,0.0002778841,0.0002115801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277296,"about_ca_system_score_gemma":0.0002008172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005987276,"about_ca_topic_score_gemma":0.0006880587,"domain_scores_codex":[0.9996762,0.00009923998,0.00002969982,0.000076602,0.00007250975,0.00004577143],"domain_scores_gemma":[0.9996734,0.0001012376,0.00007054222,0.00003710581,0.00005819453,0.00005957282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002091579,0.0001311756,0.8247822,0.00008372816,0.00004505962,0.0002799181,0.0001855209,0.001040242,0.08793974,0.0002389608,0.0007911499,0.08239077],"study_design_scores_gemma":[0.00006274348,0.001135012,0.9664593,0.00001726649,0.00007439201,0.001367951,0.00008293806,0.006106229,0.02238418,0.000251948,0.002038152,0.00001982061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956838,0.0006530454,0.002540373,0.00005806049,0.0000132681,0.00004603895,0.0002128909,0.00004216166,0.0007503757],"genre_scores_gemma":[0.9953877,0.0001693205,0.003556642,0.00004424122,0.00001663298,0.00005837636,0.0005055909,0.000006390801,0.0002551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001192378,"threshold_uncertainty_score":0.003365397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508444370437629,"score_gpt":0.2452918741060034,"score_spread":0.2302074304016271,"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."}}