{"id":"W4417530897","doi":"10.1016/j.esmorc.2025.100090","title":"CIRCULATING TUMOR DNA IN PATIENTS WITH INTERMEDIATE RISK RHABDOMYOSARCOMA ON ARST1431: A REPORT FROM THE CHILDREN'S ONCOLOGY GROUP","year":2025,"lang":"en","type":"article","venue":"ESMO rare cancers.","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"School of Medicine, Duke University; Università degli Studi di Padova; Centre Léon Bérard; Ohio State University; Institut Gustave-Roussy; Nationwide Children's Hospital","keywords":"Circulating tumor DNA; Rhabdomyosarcoma; Mutation; Retrospective cohort study; Disease; Circulating tumor cell; Cancer","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":[0.0001930773,0.0004055492,0.0003275746,0.0007868112,0.000461513,0.0005179911,0.0003680908,0.0006383382,0.00166052],"category_scores_gemma":[0.001168899,0.0002675759,0.0002041062,0.0005340114,0.0004433063,0.0002930175,0.000244248,0.0006142696,0.0002331743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231064,"about_ca_system_score_gemma":0.0004003633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005468165,"about_ca_topic_score_gemma":0.003330046,"domain_scores_codex":[0.9997672,0.00002345882,0.00001910973,0.00007020374,0.0000578378,0.00006222554],"domain_scores_gemma":[0.9993259,0.0002334216,0.0001483351,0.0000348455,0.00006590736,0.0001917303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003037581,0.0000552662,0.9351748,0.00002769902,0.00003842076,0.04979702,0.0003612897,0.0001816689,0.007007659,0.0001482502,0.001292665,0.005611484],"study_design_scores_gemma":[0.00005746737,0.0003255873,0.8504249,0.00002607165,0.0001280106,0.1411874,0.0007761907,0.0006318744,0.003507976,0.00019966,0.0027001,0.00003479554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970836,0.0004685246,0.0002528648,0.000229463,0.00002220974,0.00001316894,0.0004044574,0.00001995125,0.001505686],"genre_scores_gemma":[0.9991288,0.000144201,0.0001388554,0.00009454336,0.00003114782,0.000004627424,0.00023823,0.00000681289,0.0002127094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005468165,"threshold_uncertainty_score":0.01087266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003196162349068001,"score_gpt":0.2168799504972371,"score_spread":0.2136837881481691,"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."}}