{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001931668,0.0009930194,0.001233811,0.0003276646,0.0002571045,0.0009865994,0.000538043,0.0008682171,0.01090733],"category_scores_gemma":[0.002140632,0.0002881374,0.001518201,0.0002519971,0.000648541,0.0007949721,0.0003758563,0.002207727,0.001671502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009343498,"about_ca_system_score_gemma":0.001589243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007753363,"about_ca_topic_score_gemma":0.002770944,"domain_scores_codex":[0.999258,0.0004501335,0.00003105781,0.0001079639,0.00007666516,0.00007608451],"domain_scores_gemma":[0.9992626,0.0001810411,0.0001592747,0.00009484169,0.00005888141,0.0002433374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8041824,0.006031922,0.002777122,0.002282087,0.002408069,0.0001033868,0.0001126762,0.003349063,0.01048095,0.002361062,0.02961519,0.1362962],"study_design_scores_gemma":[0.8241495,0.1329866,0.007450396,0.0003612445,0.002301171,0.000234768,0.00005993527,0.003691079,0.003472769,0.00327683,0.02195433,0.00006140928],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094402,0.01841211,0.004251726,0.005112669,0.001285799,0.006289491,0.02329423,0.001194982,0.03071884],"genre_scores_gemma":[0.9489582,0.004156856,0.006422012,0.00332019,0.0005674363,0.005763783,0.01703834,0.0002042188,0.01356901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090733,"threshold_uncertainty_score":0.03648865,"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."}}