{"id":"W2932518337","doi":"10.1093/jjco/hyz037","title":"The prognostic signature of the somatic mutations in Ewing sarcoma: from a network view","year":2019,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"Fundamental Research Funds for the Central Universities","keywords":"Medicine; Somatic cell; Sarcoma; Signature (topology); Germline mutation; Ewing's sarcoma; Mutation; Oncology; Genetics; Cancer research; Pathology; Gene; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003125815,0.0003738174,0.0003390132,0.002668061,0.0002822999,0.0007291749,0.0002695313,0.0002748336,0.001225862],"category_scores_gemma":[0.001263989,0.0001184406,0.0004122859,0.001930865,0.0002146731,0.0007095852,0.0005103963,0.0002200822,0.0001787637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839876,"about_ca_system_score_gemma":0.000288841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144072,"about_ca_topic_score_gemma":0.001604756,"domain_scores_codex":[0.999769,0.00004255372,0.00001791659,0.00007164718,0.00005676966,0.00004215445],"domain_scores_gemma":[0.9992907,0.0002636682,0.0002175307,0.00003983889,0.00009321138,0.00009510994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007050838,0.00007986777,0.9245196,0.0001963647,0.0004443325,0.0005141169,0.0001743945,0.006355644,0.02474993,0.001049999,0.0009824461,0.0402283],"study_design_scores_gemma":[0.00002624453,0.0003550074,0.9271386,0.00005770964,0.000931605,0.001946185,0.000432727,0.05218555,0.005586574,0.00767361,0.003623842,0.00004233595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860843,0.002031127,0.008061755,0.0004047059,0.00001480391,0.00002700752,0.002064147,0.00008052744,0.001231697],"genre_scores_gemma":[0.9953938,0.0004657361,0.002301476,0.00002331522,0.00002862128,0.00002104652,0.001589031,0.0000095347,0.0001675991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002668061,"threshold_uncertainty_score":0.004100919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05452173908605833,"score_gpt":0.3981035237452344,"score_spread":0.3435817846591761,"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."}}