{"id":"W4417362443","doi":"10.1016/j.semradonc.2025.08.006","title":"Radiation Therapy for Benign Diseases and Premalignant Conditions","year":2025,"lang":"en","type":"article","venue":"Seminars in Radiation Oncology","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Radiation therapy; Surgical resection; Pheochromocytoma; Paraganglioma; Surgical excision; Benign neoplasms","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":[0.0005134847,0.0002582324,0.0004878462,0.001035702,0.0003794925,0.0004519605,0.0002999061,0.0005982749,0.008696375],"category_scores_gemma":[0.001044043,0.0001191956,0.0003497701,0.0006002877,0.0004804527,0.0002845025,0.0004529126,0.000652606,0.00124896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004897979,"about_ca_system_score_gemma":0.000620171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003851472,"about_ca_topic_score_gemma":0.0006763741,"domain_scores_codex":[0.99983,0.00005005453,0.00001725609,0.00001824665,0.00004838343,0.00003604371],"domain_scores_gemma":[0.9997388,0.0001399554,0.00003857557,0.0000187002,0.00001810558,0.0000458135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001286003,0.0002836128,0.01995265,0.003148772,0.000201415,0.01828085,0.0006973003,0.0005109999,0.0273216,0.009262207,0.04634444,0.8727102],"study_design_scores_gemma":[0.0001743328,0.001820106,0.09319855,0.001446493,0.0002505852,0.1282012,0.0004337497,0.0003384311,0.01399233,0.01270267,0.747396,0.00004561025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0599818,0.8361163,0.003220191,0.01049519,0.004314556,0.00005857921,0.0001681856,0.0001787657,0.08546635],"genre_scores_gemma":[0.4330462,0.4944684,0.005799308,0.004102904,0.01376712,0.00009181855,0.0003042561,0.0001206497,0.04829931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008696375,"threshold_uncertainty_score":0.02909225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206762704040039,"score_gpt":0.3474778173167014,"score_spread":0.335410190276301,"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."}}