{"id":"W4415721649","doi":"10.3390/curroncol32110605","title":"Unveiling the Genetic Mosaic of Pediatric AML: Insights from Southwest China","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chongqing Medical University","keywords":"Fusion gene; Hematology; Gene; Mutation; Myeloid leukemia; Bone marrow; Pathogenicity; Lymphoblastic Leukemia; Risk stratification","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":[0.00065326,0.0002659702,0.0002849037,0.001678303,0.0005168365,0.000347215,0.0002728366,0.0002013393,0.000680676],"category_scores_gemma":[0.0006033459,0.0001435521,0.0003008368,0.002100688,0.0003185317,0.0003274301,0.0005795805,0.0002256036,0.00006263203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007789611,"about_ca_system_score_gemma":0.001375215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01891466,"about_ca_topic_score_gemma":0.03576589,"domain_scores_codex":[0.9997672,0.00003928714,0.00002889579,0.0000629764,0.00004500033,0.00005663809],"domain_scores_gemma":[0.9996126,0.0000561888,0.0001396318,0.00003070863,0.00007312685,0.00008764643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000700055,0.00001608421,0.9672902,0.00008873212,0.00005378966,0.001054709,0.001329354,0.0002362098,0.004130305,0.0003110161,0.0004672442,0.02495224],"study_design_scores_gemma":[0.000006544102,0.0000406084,0.992811,0.00002579308,0.00007404892,0.001179294,0.001411566,0.0006423841,0.0004592138,0.0004467736,0.002891487,0.0000112827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974813,0.001133138,0.0003176231,0.0002961644,0.000003851223,0.00001057906,0.0003665986,0.000004152831,0.000386727],"genre_scores_gemma":[0.9969709,0.001524724,0.0005438027,0.000140643,0.00001839092,0.000008149187,0.000627505,0.000004319984,0.0001616044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01891466,"threshold_uncertainty_score":0.03760916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149077347123861,"score_gpt":0.3805363495659782,"score_spread":0.3290455760947396,"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."}}