{"id":"W4281936294","doi":"10.1017/cjn.2022.64","title":"Bevacizumab for Cerebral Radionecrosis: A Single-Center Experience","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; London Health Sciences Centre","funders":"","keywords":"Bevacizumab; Medicine; Single Center; Center (category theory); Surgery; Chemotherapy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003007852,0.0003047691,0.0005694508,0.0008073239,0.004840771,0.0004340506,0.001285882,0.00008565126,0.0005583086],"category_scores_gemma":[0.001208774,0.0002087818,0.0004478753,0.001081028,0.00374422,0.0005482747,0.00009690715,0.0009254949,0.000001371841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809494,"about_ca_system_score_gemma":0.002939917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004814456,"about_ca_topic_score_gemma":0.007280544,"domain_scores_codex":[0.995649,0.0006917261,0.0008274728,0.0005621784,0.0009219059,0.001347714],"domain_scores_gemma":[0.9965239,0.0004305977,0.0006453896,0.0001673179,0.0003349968,0.00189784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0007909537,0.000369431,0.9701594,0.00001681536,0.00006423643,0.01023085,0.001448147,0.003050126,0.0001262892,0.001391716,0.00355329,0.008798742],"study_design_scores_gemma":[0.004624845,0.4773984,0.08586982,0.00007544123,0.0002601164,0.323143,0.002905308,0.002512263,0.0003170979,0.01199189,0.09009448,0.0008073883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878818,0.001183109,0.00007444166,0.008575605,0.001016799,0.0003827415,0.00006162537,0.00001686693,0.0008069649],"genre_scores_gemma":[0.9879174,0.0000521416,0.004750425,0.006938171,0.0002423554,0.0000292031,0.000001433913,0.00001468053,0.0000542029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8842896,"threshold_uncertainty_score":0.998967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06021631502960452,"score_gpt":0.2921605311402485,"score_spread":0.231944216110644,"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."}}