{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005517477,0.0002256669,0.0003061926,0.0006943577,0.0004443311,0.0007136926,0.0002912359,0.0004790168,0.004111036],"category_scores_gemma":[0.001579202,0.0002128427,0.0002781657,0.000724311,0.0003506142,0.0001852946,0.0005902115,0.0005510979,0.0008218278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007037665,"about_ca_system_score_gemma":0.0007314884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006308435,"about_ca_topic_score_gemma":0.0106708,"domain_scores_codex":[0.9995023,0.00008653286,0.00003373588,0.0001464724,0.0001576767,0.00007338152],"domain_scores_gemma":[0.9992141,0.0002240192,0.0001528554,0.00008845101,0.0001827947,0.000137803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002362341,0.0001219977,0.6126552,0.0004549158,0.0001973152,0.003576845,0.001781501,0.001812522,0.2212236,0.001699654,0.01338526,0.1407288],"study_design_scores_gemma":[0.0001079924,0.0009019945,0.8228989,0.0001599089,0.0001322388,0.01374896,0.0008622938,0.002848268,0.1003823,0.0009438797,0.05696399,0.00004935483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815882,0.001954925,0.00428394,0.000478188,0.00006165628,0.0001333197,0.00677739,0.0001845721,0.004537672],"genre_scores_gemma":[0.9778582,0.0008631077,0.009521688,0.0003411176,0.00003881143,0.0001385014,0.006384927,0.0001182085,0.004735348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006308435,"threshold_uncertainty_score":0.01375276,"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."}}