{"id":"W3047293352","doi":"10.1158/1538-7445.pedca19-a59","title":"Abstract A59: Sequencing identifies diagnostically relevant alterations in pediatric solid tumor patients","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":"Pediatric cancer; DNA sequencing; Medicine; Osteosarcoma; Sarcoma; Medical diagnosis; Cancer; Oncology; Bioinformatics; Internal medicine; Genetics; Gene; Biology; Pathology","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":[0.0004129617,0.0002553115,0.0002215049,0.0007256475,0.0003720917,0.0004451495,0.0002475452,0.0003561278,0.002306838],"category_scores_gemma":[0.001649634,0.0001525561,0.0001780554,0.0008653529,0.000293126,0.0002437485,0.0003337805,0.0003102725,0.0004296426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323699,"about_ca_system_score_gemma":0.0003470807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084892,"about_ca_topic_score_gemma":0.001282261,"domain_scores_codex":[0.9996229,0.00006087584,0.00004356803,0.0001302853,0.0000877877,0.00005448435],"domain_scores_gemma":[0.9991915,0.0002258986,0.0003326543,0.00004350647,0.0001008421,0.0001055412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002804676,0.00003148086,0.9845378,0.00002766614,0.00001876369,0.001249499,0.0001004117,0.0002250603,0.005983306,0.00007937962,0.0009122295,0.006553784],"study_design_scores_gemma":[0.00004170999,0.0003015931,0.9757665,0.00002774137,0.00005392477,0.01297232,0.0002671511,0.0009073094,0.006108371,0.0001580227,0.003385616,0.000009775131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977791,0.0002354587,0.0002820963,0.00005728341,0.000006001118,0.00001914039,0.0008941,0.00001177044,0.000715146],"genre_scores_gemma":[0.9972927,0.0002312611,0.0007388712,0.00006341148,0.00001749012,0.00002773253,0.00146262,0.00001220357,0.0001535645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002306838,"threshold_uncertainty_score":0.007717192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106909510725005,"score_gpt":0.4106831136488964,"score_spread":0.3037736029238914,"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."}}