{"id":"W4417457385","doi":"10.64898/2025.12.04.25340141","title":"Genomics of Acute Myeloid Leukemia at Diagnosis and Remission","year":2025,"lang":"en","type":"article","venue":"medRxiv","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Myeloid leukemia; Disease; Genomics; Myeloid; Genome; Leukemia; Genetic testing; Hematology","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":[0.0004564906,0.0001559633,0.0002025085,0.0005449966,0.000181845,0.000484512,0.0001516408,0.0002314266,0.001250257],"category_scores_gemma":[0.001293294,0.00007364863,0.0001257112,0.0006203327,0.0001916689,0.0001775542,0.0004219571,0.0002146871,0.000330272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303589,"about_ca_system_score_gemma":0.0002531351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879843,"about_ca_topic_score_gemma":0.002089723,"domain_scores_codex":[0.9995996,0.0001091501,0.00003065849,0.0001322887,0.00007972732,0.0000485775],"domain_scores_gemma":[0.9995371,0.00009203354,0.0001817214,0.00004475277,0.00008068,0.00006370412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004660012,0.00003664184,0.9620461,0.0000299056,0.00005724611,0.0001874745,0.0002395801,0.000701569,0.01341842,0.0004787806,0.002241831,0.02009641],"study_design_scores_gemma":[0.00001189502,0.0001057784,0.9934101,0.00000700579,0.00002432661,0.0004634042,0.0001521867,0.0007589145,0.002305082,0.0002731522,0.002483455,0.000004704039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924402,0.0002822581,0.0008634462,0.0001999129,0.000008446518,0.00002100225,0.004449621,0.00003613007,0.001699019],"genre_scores_gemma":[0.9928692,0.0001172747,0.0007436742,0.000133402,0.00001064352,0.00002034659,0.00550033,0.000008949542,0.0005961778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002879843,"threshold_uncertainty_score":0.005726218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178267503631782,"score_gpt":0.3007494986924301,"score_spread":0.2829227483292518,"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."}}