{"id":"W4307064748","doi":"10.1016/j.ijrobp.2022.07.801","title":"Concurrent Administration of Immune Checkpoint Inhibitors and Stereotactic Radiosurgery is Not Associated with an Increased Risk of Radiation Necrosis: An International Multicenter Study of 657 Patients","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Oncology; Necrosis; Internal medicine; Radiation therapy","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":[0.0005618869,0.0005748505,0.0009901433,0.0006015408,0.0007897956,0.00139296,0.0005548029,0.000693973,0.001569016],"category_scores_gemma":[0.001486831,0.0006012609,0.001151749,0.001355536,0.000656907,0.0005932788,0.0005199921,0.0007627924,0.0002339787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311351,"about_ca_system_score_gemma":0.0006977125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003147664,"about_ca_topic_score_gemma":0.003048084,"domain_scores_codex":[0.9992212,0.0001966498,0.00006997674,0.0002661057,0.0001061288,0.0001399909],"domain_scores_gemma":[0.998408,0.0002903426,0.0007555783,0.0001660236,0.00008835479,0.0002918033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0049989,0.0002932322,0.9890696,0.00002298571,0.0007455195,0.0002906806,0.0001282441,0.0001093776,0.001818236,0.00003153944,0.0001600134,0.002331614],"study_design_scores_gemma":[0.0004751023,0.002091422,0.9940735,0.00001213173,0.0006790868,0.001171142,0.0002914622,0.0002663906,0.000339258,0.00004943051,0.0005304745,0.00002065085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992278,0.0003382638,0.00003930396,0.0000235291,0.000007260088,0.000007688267,0.0000911378,0.000002445705,0.000262609],"genre_scores_gemma":[0.9993768,0.0001349692,0.00004230344,0.00004628879,0.00002365833,0.000007531423,0.000255432,0.00000453039,0.0001084184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003147664,"threshold_uncertainty_score":0.006258667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001479605186207,"score_gpt":0.3164754886258483,"score_spread":0.2964606925739863,"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."}}