{"id":"W3010801521","doi":"10.1200/jco.2019.37.15_suppl.11040","title":"Immune signature and molecular profiling of radiation-induced sarcoma (RIS).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"Sarcoma; CD8; Medicine; Immune system; Exome sequencing; Exome; CD3; Immunotherapy; Pathology; Cancer research; Molecular biology; Biology; Immunology; Gene; Genetics; Mutation","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":[0.0002560928,0.0001510745,0.0001721009,0.001487454,0.0001638916,0.0003211269,0.0001435593,0.0002499195,0.001509894],"category_scores_gemma":[0.0004708421,0.0001019098,0.000148031,0.0006715888,0.0001517565,0.0001555952,0.0002547828,0.0001378138,0.000492154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737332,"about_ca_system_score_gemma":0.0001027055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002603547,"about_ca_topic_score_gemma":0.0004189474,"domain_scores_codex":[0.999862,0.00001541793,0.00002060836,0.00003544461,0.00003997512,0.00002657759],"domain_scores_gemma":[0.9997817,0.00003576074,0.00008695037,0.00001699344,0.00004641619,0.00003216578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007539836,0.00007249475,0.7877552,0.0002131786,0.0000527401,0.00305703,0.0001962764,0.0004354097,0.1841628,0.0001695743,0.0005979306,0.02253344],"study_design_scores_gemma":[0.0000137897,0.0003926839,0.9421872,0.00003200913,0.00009501102,0.02451892,0.0002654998,0.001386075,0.02618468,0.0002290474,0.004685991,0.00000905382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967009,0.0006153735,0.0004868453,0.00002274657,0.000003548364,0.00002532418,0.0006821859,0.00002361203,0.00143938],"genre_scores_gemma":[0.9970846,0.0002118176,0.0008795094,0.00002742811,0.000006057767,0.00001958098,0.001367917,0.000005886504,0.0003972644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001509894,"threshold_uncertainty_score":0.005051136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887486533423142,"score_gpt":0.3940460238111673,"score_spread":0.3551711584769359,"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."}}