{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008916165,0.000252199,0.0004519652,0.00005771345,0.00006812251,0.00005159745,0.00007609999,0.0001223765,0.0000505504],"category_scores_gemma":[0.00002455516,0.0001360085,0.00004829184,0.0001591815,0.00009723695,0.00008030843,0.00003997763,0.000120032,3.308286e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630918,"about_ca_system_score_gemma":0.0001074095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005706768,"about_ca_topic_score_gemma":0.0003122271,"domain_scores_codex":[0.9984688,0.0000780348,0.0003356039,0.0003633643,0.0005413612,0.0002128279],"domain_scores_gemma":[0.9988363,0.0001094912,0.0002789619,0.000429363,0.0002567466,0.00008907426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01382389,0.0004981585,0.9544983,0.00003164964,0.0007486261,0.0003316464,0.001699871,0.000007750042,0.003589832,0.00000214904,0.0001813762,0.02458675],"study_design_scores_gemma":[0.0605023,0.003120754,0.878867,0.001108058,0.0005175412,0.000007770401,0.0002830544,0.00004593716,0.05480277,0.00004343655,0.000459487,0.0002419255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933838,0.003797732,0.000007007854,0.0008385036,0.00004114512,0.001724147,0.0001220217,0.00002147016,0.000064186],"genre_scores_gemma":[0.9988003,0.0002989122,0.0001139145,0.0003532718,0.00002459528,0.0002750107,0.00008654992,0.00003968722,0.000007704948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07563133,"threshold_uncertainty_score":0.5546265,"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."}}