{"id":"W4378087252","doi":"10.3390/curroncol30060395","title":"Novel Tools for Diagnosis and Monitoring of AML","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Minimal residual disease; Myeloid leukemia; Immunophenotyping; Molecular diagnostics; Digital polymerase chain reaction; Computational biology; Bioinformatics; Intensive care medicine; Leukemia; Internal medicine; Flow cytometry; Immunology; Polymerase chain reaction; Gene; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001229825,0.0007649533,0.001287134,0.00298426,0.0002436056,0.00124447,0.000809086,0.001015724,0.003727119],"category_scores_gemma":[0.001820081,0.000300032,0.0007535424,0.001661672,0.0005237113,0.001402293,0.0007870706,0.001926189,0.002879642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005815995,"about_ca_system_score_gemma":0.0009265596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007597213,"about_ca_topic_score_gemma":0.0009650693,"domain_scores_codex":[0.999446,0.0001156135,0.00007209627,0.00009885652,0.000230858,0.0000366034],"domain_scores_gemma":[0.9993314,0.0003497822,0.00006840866,0.00002596092,0.000194509,0.00002995853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000828105,0.00005712515,0.0004216588,0.01481097,0.0001040233,0.0002146061,0.00006670008,0.0003173733,0.003767031,0.004298695,0.01553166,0.9603274],"study_design_scores_gemma":[0.00001525192,0.0001060248,0.0009330291,0.003678653,0.0001549411,0.001686985,0.00005186753,0.0001747094,0.002529859,0.002370977,0.9882686,0.0000290359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001966607,0.9970666,0.0006503283,0.0004327696,0.0002371003,0.00001175469,0.00005155028,0.00002193558,0.00133127],"genre_scores_gemma":[0.00173856,0.9958146,0.001097928,0.0003374099,0.0002619664,0.00001947583,0.00009872257,0.000005315502,0.0006259523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003727119,"threshold_uncertainty_score":0.0124684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5541790062787184,"score_gpt":0.5588559076241926,"score_spread":0.00467690134547416,"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."}}