{"id":"W4403511284","doi":"10.1093/neuonc/noae144.079","title":"OS09.7.A GBM AGILE PLATFORM TRIAL FOR NEWLY DIAGNOSED AND RECURRENT GBM: RESULTS OF FIRST EXPERIMENTAL ARM, REGORAFENIB","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Regorafenib; Agile software development; Medicine; Oncology; Computer science; Internal medicine; Software engineering","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":[0.0001782452,0.0001581068,0.0003745315,0.00005185468,0.00007915677,0.00001496675,0.0000931773,0.0001751064,0.00008972317],"category_scores_gemma":[0.0003908559,0.0001389622,0.0001216122,0.0001473161,0.0001820406,0.00005453686,0.00004966448,0.0002901144,0.00001025128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132886,"about_ca_system_score_gemma":0.0001491914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006475207,"about_ca_topic_score_gemma":0.000003911125,"domain_scores_codex":[0.998712,0.00002203394,0.0004610388,0.000429292,0.0001336459,0.0002420002],"domain_scores_gemma":[0.9980658,0.001355314,0.00009053007,0.0002318614,0.0000435164,0.0002130178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06282381,0.002114256,0.00002254612,0.0005989149,0.0001074646,0.0002463361,0.001041107,0.000006401498,0.8106683,0.001352378,0.08711171,0.03390673],"study_design_scores_gemma":[0.04008609,0.003246658,0.00001161267,0.00005615258,0.0001193421,0.0001112661,0.0001318811,0.001100013,0.3264054,0.0001150691,0.6285171,0.00009939654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775484,0.001818438,0.00005293226,0.009369736,0.001038453,0.001941929,0.0002091045,0.0001223429,0.007898691],"genre_scores_gemma":[0.9971974,0.000333554,0.0004097146,0.0003595564,0.0008619992,0.000518375,0.0001055987,0.00002591612,0.0001878342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5414054,"threshold_uncertainty_score":0.5666716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07117241439050807,"score_gpt":0.3932649158488709,"score_spread":0.3220925014583628,"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."}}