{"id":"W4402266427","doi":"10.1158/1538-7445.pediatric24-pr006","title":"Abstract PR006: Liquid biopsy enables identification of mechanisms of tumor evolution in patients with newly diagnosed high-risk neuroblastoma: A report from the Children’s Oncology Group","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Neuroblastoma; Medicine; Identification (biology); Pediatric oncology; Oncology; Internal medicine; Biopsy; Liquid biopsy; Precision oncology; Cancer; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007094253,0.0003952625,0.000193984,0.0006169736,0.0003824362,0.000447556,0.0003169049,0.0004906623,0.0007926834],"category_scores_gemma":[0.001265671,0.0001519385,0.0002433662,0.0004088674,0.0002859868,0.0002494098,0.0002485666,0.0007637808,0.000312854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006173204,"about_ca_system_score_gemma":0.0005309114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009333369,"about_ca_topic_score_gemma":0.005743789,"domain_scores_codex":[0.9996309,0.00005308341,0.00002538853,0.0001079882,0.0001268832,0.00005563369],"domain_scores_gemma":[0.999153,0.0003073425,0.0000918255,0.00005698694,0.0002727751,0.0001180415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127497,0.0001663125,0.8861733,0.0001235642,0.000151959,0.01971175,0.0006363304,0.0002258681,0.03046578,0.0001412071,0.006626669,0.05444967],"study_design_scores_gemma":[0.00008366315,0.0008548155,0.921941,0.00005398001,0.0001764368,0.04283134,0.0004615654,0.0009234091,0.02083042,0.00005251588,0.01175715,0.00003353719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857967,0.004954125,0.002168101,0.0008702246,0.00008666401,0.000118177,0.001537252,0.0001285684,0.004340163],"genre_scores_gemma":[0.9938498,0.001445701,0.001793176,0.0004224423,0.00006580933,0.00003334858,0.001460664,0.00003707821,0.0008919722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009333369,"threshold_uncertainty_score":0.01855808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720854507069159,"score_gpt":0.3241003681912812,"score_spread":0.3068918231205897,"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."}}