{"id":"W3048161488","doi":"10.1158/1538-7445.pedca19-b15","title":"Abstract B15: Genomic classification and prognosis in rhabdomyosarcoma: A report from the Children’s Oncology Group, the Institute of Cancer Research, and the National Cancer Institute","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HRAS; Neuroblastoma RAS viral oncogene homolog; KRAS; Medicine; Rhabdomyosarcoma; Oncology; Internal medicine; Cancer; Population; Sarcoma; Pathology; Colorectal cancer","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":[0.0007144323,0.0003349759,0.000195126,0.001349312,0.000362537,0.0003488476,0.0002524764,0.0003533084,0.001091188],"category_scores_gemma":[0.001252156,0.0001122552,0.000194228,0.001207579,0.0003774805,0.0001719933,0.000372398,0.0003047385,0.0002612351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006029153,"about_ca_system_score_gemma":0.0005142174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162052,"about_ca_topic_score_gemma":0.007183775,"domain_scores_codex":[0.9996344,0.00006014092,0.00004339868,0.0001118438,0.00009524886,0.00005500183],"domain_scores_gemma":[0.999278,0.0001561574,0.0001397465,0.00004220118,0.0002109993,0.0001730034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879611,0.00002744875,0.9737223,0.00002943934,0.00007186038,0.001729448,0.0002466224,0.0002157125,0.001738107,0.0001007817,0.0033739,0.01855638],"study_design_scores_gemma":[0.00001231662,0.00007446195,0.9906248,0.00002872371,0.00004367589,0.004094513,0.0001835348,0.0001654858,0.0009519792,0.00003367972,0.003777609,0.000009092681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907726,0.00350056,0.0005471301,0.0005959709,0.00005929214,0.00005083709,0.00182086,0.00002060978,0.002632221],"genre_scores_gemma":[0.9964,0.0009896868,0.0003284588,0.0001569789,0.00004882981,0.00002246194,0.001635859,0.00001090874,0.0004068303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162052,"threshold_uncertainty_score":0.02310574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2271646064097926,"score_gpt":0.4609618318523375,"score_spread":0.2337972254425449,"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."}}