{"id":"W4309017265","doi":"10.1093/neuonc/noac209.197","title":"RADT-07. RADIOGRAPHIC “NECROSIS\" FOLLOWING SINGLE-FRACTION SRS AND IMMUNE CHECKPOINT INHIBITION IS ASSOCIATED WITH IMPROVED SURVIVAL IN PATIENTS WITH BRAIN METASTASES: AN INTERNATIONAL MULTICENTER STUDY","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Hazard ratio; Internal medicine; Lung cancer; Necrosis; Renal cell carcinoma; Melanoma; Urology; Histology; Radiation therapy; Oncology; Nuclear medicine; Confidence interval; Cancer research","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":[0.001297988,0.0004911017,0.0005441547,0.0004412241,0.0002822313,0.0006426328,0.0004849001,0.0005212203,0.001236022],"category_scores_gemma":[0.00161645,0.000217769,0.001079938,0.0006629195,0.0003694015,0.0004042431,0.0004383117,0.000648139,0.0003185317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278079,"about_ca_system_score_gemma":0.0003243001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101027,"about_ca_topic_score_gemma":0.001139143,"domain_scores_codex":[0.9994743,0.0002156185,0.00004711888,0.0001254669,0.00007575153,0.00006169891],"domain_scores_gemma":[0.9987332,0.0001614237,0.0006651465,0.00007793986,0.00009182737,0.0002704168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006579868,0.0003655341,0.9872995,0.00004662626,0.0007349616,0.0001536065,0.00006005081,0.0001646357,0.0007634928,0.00002232064,0.0003216983,0.003487716],"study_design_scores_gemma":[0.0005027816,0.003113325,0.9941761,0.00001284531,0.0004606103,0.0005582657,0.00008938309,0.0004602392,0.0001936391,0.00002673436,0.0003970637,0.000009024213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989768,0.0004192297,0.00005274448,0.0000378097,0.000009770008,0.00001337081,0.0002430908,0.000003726271,0.0002435533],"genre_scores_gemma":[0.9989586,0.0001129559,0.00006084235,0.00004134086,0.00002890685,0.00001595539,0.0006354749,0.000002349923,0.0001436594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001297988,"threshold_uncertainty_score":0.006864548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164383073102039,"score_gpt":0.2754904606266839,"score_spread":0.25905215331648,"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."}}