{"id":"W2954741075","doi":"10.1158/1538-7445.pedca19-pr17","title":"Abstract PR17: Immunogenomic landscape of pediatric solid malignancies","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Cancer; Medicine; Synovial sarcoma; Cancer research; Sarcoma; Malignancy; Immunotherapy; Immunology; Biology; Pathology; Internal medicine","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":[0.0002916708,0.0001670596,0.0002356691,0.0006734347,0.0002089307,0.0004475733,0.0001749676,0.0001644899,0.002814703],"category_scores_gemma":[0.0003886929,0.0001076546,0.0002285324,0.0009095516,0.000168153,0.0002003801,0.0002948171,0.0003093651,0.000596669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389836,"about_ca_system_score_gemma":0.0002913695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006437598,"about_ca_topic_score_gemma":0.001153874,"domain_scores_codex":[0.9998388,0.00001891131,0.000009357402,0.00005814347,0.00004501316,0.00002965868],"domain_scores_gemma":[0.9996965,0.00005625636,0.0001188671,0.0000171749,0.00006629447,0.00004506302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008077328,0.00005080564,0.6049574,0.0005418674,0.0001783207,0.0005978319,0.0003712958,0.001235854,0.3205461,0.0005728967,0.005599536,0.06454029],"study_design_scores_gemma":[0.00001841164,0.0002840633,0.9285621,0.00006622161,0.0001354654,0.002850079,0.0007609688,0.001741713,0.04143335,0.0006081164,0.02351804,0.00002145939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807397,0.003312011,0.002413818,0.0002903721,0.00003559609,0.00003657525,0.01123108,0.00009745914,0.001843335],"genre_scores_gemma":[0.9740471,0.003396716,0.004549585,0.0003011154,0.0000691733,0.00009485558,0.01483647,0.0001024176,0.002602473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002814703,"threshold_uncertainty_score":0.009416163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0979179379956064,"score_gpt":0.3942120726810888,"score_spread":0.2962941346854824,"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."}}