{"id":"W2985015496","doi":"10.1093/neuonc/noz175.663","title":"NCOG-01. NEUROCOGNITIVE FUNCTION (NCF) AND QUALITY OF LIFE (QOL) RESULTS FROM A PHASE II STUDY OF TEMOZOLOMIDE-BASED CHEMORADIOTHERAPY REGIMEN FOR HIGH RISK LOW-GRADE GLIOMAS","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Temozolomide; Internal medicine; Quality of life (healthcare); Verbal learning; Neurocognitive; Chemoradiotherapy; Oncology; Radiation therapy; Cognition","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":[0.0004526819,0.000295271,0.001323938,0.0002284907,0.00008848345,0.000007244673,0.00009769118,0.0002078921,0.00004761655],"category_scores_gemma":[0.0008564509,0.0002490722,0.000159741,0.0002718805,0.0001313522,0.00006316051,0.00004949015,0.0002124844,0.000003803962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009557138,"about_ca_system_score_gemma":0.0002307526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514369,"about_ca_topic_score_gemma":0.0001919568,"domain_scores_codex":[0.9972051,0.0005312379,0.0009387831,0.0007461018,0.0003005439,0.0002781945],"domain_scores_gemma":[0.9950708,0.002908709,0.001014184,0.000563634,0.0002481977,0.0001945453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.08798546,0.03531989,0.09216016,0.0001930343,0.001117765,0.00009229991,0.002249897,0.00005455298,0.7488571,0.00004530017,0.001144447,0.03078015],"study_design_scores_gemma":[0.3396828,0.1495599,0.2150891,0.00009977094,0.001680228,0.00001018726,0.001561213,0.0006315809,0.2877014,0.0001925088,0.003402922,0.0003884448],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935758,0.0002120522,0.00004288901,0.001312028,0.0003905593,0.003635483,0.0007026932,0.00004740066,0.00008106605],"genre_scores_gemma":[0.9981102,0.00007354881,0.0002780067,0.000897361,0.0001456753,0.0002592951,0.0001819441,0.0000450653,0.000008923583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4611557,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699080372732048,"score_gpt":0.3344651818423563,"score_spread":0.2974743781150358,"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."}}