{"id":"W4365479509","doi":"10.1111/bjh.18815","title":"Transcriptional and genomic characterization of measurable residual disease in acute myeloid leukaemia","year":2023,"lang":"en","type":"letter","venue":"British Journal of Haematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Associazione Italiana per la Ricerca sul Cancro","keywords":"Medicine; Minimal residual disease; Oncology; Internal medicine; Chemotherapy; Disease; Myeloid; Clinical trial; Myeloid leukemia; Acute promyelocytic leukemia; Leukemia; Gene; Biology; Retinoic acid; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002062828,0.0001044076,0.0002411302,0.0005091944,0.0001140257,0.0003118089,0.0001247793,0.0001830212,0.0008485561],"category_scores_gemma":[0.0006135902,0.00007842832,0.0001226008,0.0004897117,0.0002725696,0.0001263398,0.0002326229,0.0001989248,0.0002007726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135765,"about_ca_system_score_gemma":0.00008792389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004463766,"about_ca_topic_score_gemma":0.00048648,"domain_scores_codex":[0.9997897,0.0000367057,0.00001998418,0.00006003031,0.00005408139,0.00003944276],"domain_scores_gemma":[0.9997335,0.00006547113,0.00009949064,0.00002270299,0.00003310466,0.00004571128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002594905,0.0001786441,0.7859462,0.0001349928,0.00006748259,0.0004698488,0.0004308874,0.0004849317,0.184468,0.0001554961,0.0002427589,0.02482576],"study_design_scores_gemma":[0.00002382108,0.0008328825,0.9914374,0.000003655189,0.00002633431,0.0007557487,0.0001414737,0.0002176488,0.00568274,0.00005994933,0.0008133937,0.00000501166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985477,0.0005364861,0.00019328,0.00001292955,0.000002102704,0.00001123029,0.0004803896,0.000004846683,0.0002109555],"genre_scores_gemma":[0.9987314,0.0001520363,0.000148694,0.00002486157,0.000006290049,0.00001267407,0.0007866833,0.00000190229,0.0001354829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008485561,"threshold_uncertainty_score":0.002838731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314793756504013,"score_gpt":0.2680327022710182,"score_spread":0.2448847647059781,"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."}}