{"id":"W4207010522","doi":"10.1002/cncr.34087","title":"Radiation necrosis in renal cell carcinoma brain metastases treated with checkpoint inhibitors and radiosurgery: An international multicenter study","year":2022,"lang":"en","type":"article","venue":"Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Radiosurgery; Radiation therapy; Renal cell carcinoma; Confidence interval; Odds ratio; Nuclear medicine; Internal medicine; Urology","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":[0.001285109,0.0005645052,0.0005796139,0.0007697758,0.0005427946,0.0006470865,0.0005107723,0.0005557257,0.001046176],"category_scores_gemma":[0.002109152,0.0003764566,0.0006734116,0.001206883,0.0003817158,0.0004926687,0.0004854438,0.000544926,0.0002074756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746753,"about_ca_system_score_gemma":0.0005652765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004745337,"about_ca_topic_score_gemma":0.003564001,"domain_scores_codex":[0.9992835,0.000280188,0.00006581933,0.0001749749,0.0001043609,0.00009111151],"domain_scores_gemma":[0.9976961,0.0002552358,0.001307651,0.0001277363,0.0001909254,0.0004223348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007797343,0.000136461,0.997453,0.0000171007,0.0001936118,0.0001128272,0.00009399738,0.00004113018,0.0001581373,0.000009932472,0.00007779543,0.0009261261],"study_design_scores_gemma":[0.0001038789,0.0005324827,0.9979879,0.00001005791,0.0001424521,0.0005793845,0.0001531425,0.0001400007,0.00006713502,0.000011984,0.0002658175,0.000005873481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999088,0.0004071882,0.0000601362,0.00002551368,0.00000427733,0.00002298524,0.0001393734,0.000001898311,0.0002505455],"genre_scores_gemma":[0.9992954,0.0001781309,0.00006585622,0.0000280477,0.00002357128,0.00002337712,0.0003232132,0.000001892472,0.00006047705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004745337,"threshold_uncertainty_score":0.009435415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682315801233183,"score_gpt":0.2775531374829256,"score_spread":0.2607299794705937,"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."}}