{"id":"W4402266395","doi":"10.1158/1538-7445.pediatric24-a036","title":"Abstract A036 The Stratified Medicine Paediatrics programme for cancers of childhood: Cell free DNA and serial tumour sequencing identifies subtype specific evolution and epigenetic states","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epigenetics; Childhood cancer; Medicine; DNA; DNA sequencing; Biology; Cancer; Genetics; Internal medicine; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009037862,0.0001545908,0.0002806396,0.0001876806,0.0001766378,0.00009613375,0.0001101752,0.00006713089,0.00009691779],"category_scores_gemma":[0.00010354,0.0001000618,0.00005375528,0.0003959968,0.0004309732,0.00007202462,0.00006069443,0.0002648276,0.000001448016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007453418,"about_ca_system_score_gemma":0.001049462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007557496,"about_ca_topic_score_gemma":0.00305628,"domain_scores_codex":[0.9982875,0.0000477933,0.000310727,0.0004066971,0.000521486,0.0004257682],"domain_scores_gemma":[0.9987072,0.0005389077,0.00006239639,0.0002673857,0.0002666799,0.0001574096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003025607,0.0006097719,0.03214113,0.01879846,0.001490817,0.0002802541,0.03458482,0.0005272206,0.6057439,0.003361488,0.1192213,0.1802153],"study_design_scores_gemma":[0.01552698,0.006646009,0.5388248,0.005463545,0.001326954,0.00006708861,0.02663992,0.0008429667,0.359396,0.0224958,0.02186876,0.0009012331],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862081,0.108311,0.00002387617,0.003214132,0.0004204086,0.001516734,0.0001653126,0.00002405949,0.0001164357],"genre_scores_gemma":[0.9669653,0.03127438,0.00004525508,0.00001656211,0.0009809012,0.000499115,0.00003691558,0.00003044239,0.0001511922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066836,"threshold_uncertainty_score":0.9990513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07221781513428281,"score_gpt":0.3589187180082987,"score_spread":0.2867009028740159,"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."}}