{"id":"W2006293080","doi":"10.1158/1535-7163.targ-13-a110","title":"Abstract A110: EGFRvIII expression is associated with shorter progression-free and overall survival in glioblastoma patients treated with standard-of-care temozolomide and radiation: A report from the RTOG-0525 trial.","year":2013,"lang":"en","type":"article","venue":"Molecular Cancer Therapeutics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Temozolomide; Medicine; Oncology; Internal medicine; Progression-free survival; Univariate analysis; Glioblastoma; Radiation therapy; Epidermal growth factor receptor; Multivariate analysis; Hazard ratio; Population; Dacarbazine; Cancer; Overall survival; Cancer research; Confidence interval; Chemotherapy","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":[0.001561492,0.0003835173,0.0006823461,0.0002316626,0.0001774544,0.0007329188,0.0003714812,0.0004892467,0.001471726],"category_scores_gemma":[0.001160662,0.0001712732,0.0009045497,0.000494681,0.0003484984,0.0002803165,0.0001874507,0.0006421972,0.0001618006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955742,"about_ca_system_score_gemma":0.0004130424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009538716,"about_ca_topic_score_gemma":0.001299798,"domain_scores_codex":[0.9994684,0.0002466062,0.00004681912,0.0001014915,0.00009226158,0.00004453848],"domain_scores_gemma":[0.9991952,0.0002027678,0.0003226871,0.00005228095,0.00005572326,0.000171364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3437751,0.002220202,0.5710133,0.0007408872,0.01084571,0.0003852243,0.0001348648,0.001221648,0.02097026,0.0001319064,0.003712505,0.0448484],"study_design_scores_gemma":[0.0196761,0.02870504,0.9393557,0.00006011944,0.005418198,0.0006417653,0.00007195766,0.001464459,0.002700157,0.0001254498,0.001749694,0.00003134198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977502,0.001542624,0.00005390903,0.0000742161,0.00002434528,0.00002835915,0.0002639437,0.000007494538,0.0002549339],"genre_scores_gemma":[0.998865,0.00021279,0.00007210338,0.00007668999,0.00003548824,0.00001749447,0.0005770529,0.000002362914,0.0001409983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001561492,"threshold_uncertainty_score":0.008258045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286034333198139,"score_gpt":0.2714484211420608,"score_spread":0.2585880778100794,"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."}}