{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002856956,0.0001484605,0.0002416691,0.0001843643,0.00008301748,0.00002372331,0.0000463845,0.00001641881,0.0004980505],"category_scores_gemma":[0.00001427392,0.0001167654,0.00004416086,0.0002092797,0.00003160857,0.0001207698,0.00004209665,0.0001321106,8.262667e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003748934,"about_ca_system_score_gemma":0.00008369147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705453,"about_ca_topic_score_gemma":0.0003094169,"domain_scores_codex":[0.9988379,0.0001710464,0.0002231037,0.0003352739,0.000265744,0.0001668742],"domain_scores_gemma":[0.9995461,0.00004835697,0.00009175387,0.0001700684,0.00003398874,0.0001097528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001006874,0.001407181,0.9835808,0.00001390042,0.0001460012,0.0003012015,0.001466178,0.0002941807,0.001397785,0.000003237034,0.0006130094,0.009769675],"study_design_scores_gemma":[0.01217762,0.001814891,0.9705729,0.00002197377,0.0002649343,0.00002659644,0.001996396,0.0008792359,0.007488573,0.000001842058,0.004582064,0.0001729443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974003,0.0005818033,0.000004812877,0.000956911,0.000121778,0.0006864606,0.0001645415,0.0000196116,0.00006373876],"genre_scores_gemma":[0.9984672,0.00002634342,0.0001449881,0.0003947501,0.00008246257,0.0004107947,0.0002197978,0.00002315449,0.0002304963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300785,"threshold_uncertainty_score":0.5453303,"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."}}