{"id":"W4384070460","doi":"10.1093/noajnl/vdad071.018","title":"BEVACIZUMAB FOR SYMPTOMATIC RADIATION NECROSIS IN BRAIN METASTASES: OUTCOMES FROM A SINGLE-CENTER RETROSPECTIVE ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Bevacizumab; Dexamethasone; Retrospective cohort study; Brain metastasis; Surgery; Single Center; Fluid-attenuated inversion recovery; Adverse effect; Radiology; Cancer; Magnetic resonance imaging; Internal medicine; Metastasis; Chemotherapy","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":[0.000438333,0.0001908199,0.0006623435,0.0004268364,0.0001424199,0.00006299699,0.0002190897,0.00007522132,0.0003332749],"category_scores_gemma":[0.0005759525,0.0001632529,0.0002186308,0.001058593,0.00009904381,0.0005131025,0.00004508203,0.00008944987,0.000107702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130569,"about_ca_system_score_gemma":0.00003531303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006801612,"about_ca_topic_score_gemma":0.001270214,"domain_scores_codex":[0.9980623,0.0003623448,0.000456842,0.0005388851,0.0002199937,0.0003595977],"domain_scores_gemma":[0.997308,0.002121602,0.0002114916,0.0002391594,0.0000597725,0.00005995251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003520151,0.0004780719,0.1627682,0.0000562823,0.0003413455,0.000072095,0.001284634,0.002520452,0.825543,0.000614377,0.0007099346,0.005259621],"study_design_scores_gemma":[0.01538986,0.002851547,0.6008878,0.00007383704,0.002381433,0.0000205458,0.001375374,0.01172906,0.2801688,0.05942008,0.02422086,0.001480802],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923272,0.0001173766,0.003125868,0.002118053,0.0005600774,0.0005124161,0.0009143614,0.0001965683,0.0001280534],"genre_scores_gemma":[0.9954666,0.0000444591,0.002688688,0.001165365,0.00005300596,0.0002554734,0.0002815689,0.00001789232,0.00002697124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5453742,"threshold_uncertainty_score":0.6657258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841296301116547,"score_gpt":0.3111571599945075,"score_spread":0.282744196983342,"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."}}