{"id":"W2767969574","doi":"10.1093/neuonc/nox168.048","title":"ACTR-57. DOES THE ADDITION OF VALPROIC ACID TO CONCURRENT RADIATION THERAPY AND TEMOZOLOMIDE IMPROVE PATIENT OUTCOME? – CORRELATIVE ANALYSIS OF RTOG 0525, SEER AND A PHASE II NCI TRIAL","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Temozolomide; Internal medicine; Oncology; Radiation therapy; Cohort; Valproic Acid; Population; Proportional hazards model; Dacarbazine; Univariate analysis; Clinical trial; Multivariate analysis; Chemotherapy; Epilepsy","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":[0.004568839,0.0004216567,0.001021928,0.0004017132,0.0001420307,0.0006626327,0.0005751142,0.0003883827,0.001767441],"category_scores_gemma":[0.002666592,0.0002054088,0.001535397,0.0004452322,0.0004862054,0.0004521016,0.0002925096,0.001207174,0.0003292582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006394683,"about_ca_system_score_gemma":0.001061378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009896901,"about_ca_topic_score_gemma":0.003159943,"domain_scores_codex":[0.9983007,0.001218801,0.00008217256,0.000146604,0.0001493547,0.0001024391],"domain_scores_gemma":[0.9978911,0.0006187676,0.0008072286,0.0002471326,0.00009170621,0.0003439742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7451564,0.01690259,0.08371089,0.0007444115,0.005036323,0.0003201124,0.000230911,0.003053775,0.01578265,0.0005499253,0.003306439,0.1252057],"study_design_scores_gemma":[0.1598558,0.4672584,0.3481531,0.0001375265,0.005555364,0.00065925,0.0001725341,0.005569982,0.005592371,0.0005195836,0.006469372,0.00005668316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956513,0.00214841,0.0001621509,0.0001867209,0.00004050511,0.0002544653,0.0004562398,0.00002220734,0.001078016],"genre_scores_gemma":[0.9967828,0.000823819,0.0003607129,0.0002435425,0.00008482495,0.0001340881,0.001083654,0.000006693731,0.0004799322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004568839,"threshold_uncertainty_score":0.02416265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166062845634414,"score_gpt":0.3664839161668046,"score_spread":0.3248232877104605,"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."}}