{"id":"W4249757522","doi":"10.1093/neuonc/nov206.08","title":"ATCT-08THE IMPACT OF EXTENDED ADJUVANT TEMOZOLOMIDE IN NEWLY-DIAGNOSED GLIOBLASTOMA: A SECONDARY ANALYSIS OF EORTC AND NRG ONCOLOGY/RTOG","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Temozolomide; Glioblastoma; Medicine; Oncology; Adjuvant; Internal medicine; Cancer research","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005715133,0.000333943,0.002070069,0.001180253,0.00002922715,0.00000620955,0.0001554202,0.000368402,0.0002156709],"category_scores_gemma":[0.0006808679,0.0002570516,0.0004422196,0.001295184,0.0003360738,0.00008466577,0.000149927,0.0003816964,0.00001121569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006913753,"about_ca_system_score_gemma":0.001384193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109477,"about_ca_topic_score_gemma":0.002933784,"domain_scores_codex":[0.997284,0.0004440011,0.000938223,0.0005676365,0.0002948146,0.0004713209],"domain_scores_gemma":[0.9969462,0.001265079,0.0005504289,0.0005496477,0.0002481844,0.0004404679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00574877,0.007240207,0.6840487,0.00008902287,0.00350574,0.006488563,0.003340459,0.0005850023,0.1830534,0.00009517553,0.006792235,0.09901278],"study_design_scores_gemma":[0.02993983,0.02534074,0.9121496,0.00006025649,0.004138688,0.0004755677,0.001070558,0.00144413,0.01898879,0.0001801301,0.005926414,0.0002852762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941459,0.001252172,0.000004187236,0.001116809,0.0001794132,0.0007064511,0.00009085966,0.00003264552,0.002471592],"genre_scores_gemma":[0.9986699,0.0003102337,0.0003107445,0.0004722424,0.00005619305,0.00009622554,0.00004292912,0.00003220139,0.00000934369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.228101,"threshold_uncertainty_score":0.9999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388392974945863,"score_gpt":0.335393357412885,"score_spread":0.3115094276634264,"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."}}