{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005009404,0.0002703231,0.002261238,0.0003487175,0.00004014978,0.0000133178,0.0001958644,0.0004210135,0.00001645686],"category_scores_gemma":[0.002011138,0.0002141541,0.00035223,0.0003255531,0.0001475831,0.00004354549,0.0002521467,0.00063898,0.00003349164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007430114,"about_ca_system_score_gemma":0.00123224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007119076,"about_ca_topic_score_gemma":0.000001507994,"domain_scores_codex":[0.9982807,0.00007069741,0.000639655,0.000419354,0.0001973201,0.0003922877],"domain_scores_gemma":[0.9955568,0.00347393,0.0002984956,0.0003145525,0.0001841115,0.0001720741],"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":[0.00002012312,0.0001698883,0.0002897627,0.06016224,0.000216587,0.000009906223,0.00003566533,3.230118e-8,0.000002066808,0.00005600919,0.004075869,0.9349619],"study_design_scores_gemma":[0.00106649,0.0005340984,0.00009238885,0.01628351,0.001192607,0.00006185584,0.00003910069,0.000007557705,0.000007960046,0.00001040285,0.9805611,0.0001428608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001452714,0.9952945,0.00007859251,0.0001140726,0.001462879,0.002523722,0.0002292412,0.00004533341,0.0001063662],"genre_scores_gemma":[0.000002628599,0.9948928,0.00101454,0.000004579343,0.001229983,0.002376058,0.0001824467,0.00007519584,0.000221767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9764853,"threshold_uncertainty_score":0.8732952,"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."}}