{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007107415,0.0002759016,0.0005464832,0.001233614,0.0003989042,0.0007267087,0.0003504045,0.0003775236,0.001041214],"category_scores_gemma":[0.002245232,0.0003490786,0.0005729396,0.00153285,0.0003189323,0.0004236925,0.0004812153,0.0003336848,0.0001976599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821103,"about_ca_system_score_gemma":0.0003506663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002268007,"about_ca_topic_score_gemma":0.002285236,"domain_scores_codex":[0.9991836,0.00020414,0.0001360269,0.0002313489,0.0001548072,0.00009006164],"domain_scores_gemma":[0.9977477,0.00038602,0.001227483,0.0001641965,0.0002358813,0.0002387608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462416,0.00003288384,0.9978828,0.00001846103,0.000119803,0.000497402,0.00004167318,0.00003050257,0.0002405809,0.000009051312,0.00008522304,0.0008954721],"study_design_scores_gemma":[0.00002867417,0.0002695051,0.9950519,0.00001969061,0.0001541441,0.003331388,0.0002622267,0.0004155324,0.0001784095,0.00001848806,0.0002592246,0.0000107805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990497,0.0004400537,0.0001167708,0.00001634464,0.000002955623,0.00001302052,0.0002226649,0.000003288656,0.0001352031],"genre_scores_gemma":[0.999469,0.00013444,0.00006401525,0.00001512049,0.000006688741,0.000009164431,0.0002790083,0.000002308851,0.0000202606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002268007,"threshold_uncertainty_score":0.004509628,"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."}}