{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001402174,0.0001945635,0.000220387,0.00004659935,0.000102798,0.00002867725,0.0002604339,0.0001082272,0.00001550947],"category_scores_gemma":[0.0002871805,0.000150102,0.00007166292,0.0001436509,0.0001131465,0.000003594309,0.0001462607,0.0002444907,0.00000280832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812495,"about_ca_system_score_gemma":0.0004095852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392098,"about_ca_topic_score_gemma":0.004190274,"domain_scores_codex":[0.9987386,0.00007688904,0.0002924792,0.0005030362,0.0001208369,0.0002681854],"domain_scores_gemma":[0.9990071,0.0001160562,0.0002267114,0.0005379404,0.00005926583,0.00005289919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000584444,0.0001067878,0.9750984,0.000005357081,0.0001598149,0.00009563455,0.0001168986,0.0004369615,0.0002700416,0.00004142204,0.006480457,0.0166038],"study_design_scores_gemma":[0.002427407,0.0004685295,0.9777695,0.00009856411,0.0000467113,0.000006368318,0.00006987214,0.00003679693,0.00119927,0.0001482441,0.01751612,0.0002126248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970235,0.0003892153,0.0001795102,0.0002912668,0.0004849479,0.0004067122,0.0002170467,0.00001047583,0.0009972764],"genre_scores_gemma":[0.9960476,0.00010962,0.0001287266,0.00273509,0.0002628231,0.00007832877,0.0005854002,0.00002290372,0.00002952913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01639117,"threshold_uncertainty_score":0.6120981,"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."}}