{"id":"W4413856507","doi":"10.1093/noajnl/vdaf166.048","title":"51 LONG-TERM RADIOLOGICAL AND BIOCHEMICAL CONTROL OF FUNCTIONING PITUITARY ADENOMAS WITH FRACTIONATED STEREOTACTIC RADIATION THERAPY: A RETROSPECTIVE CASE SERIES","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Foundation; BC Cancer Agency","funders":"","keywords":"Radiological weapon; Term (time); Medicine; Radiation therapy; Series (stratigraphy); Retrospective cohort study; Radiology; Internal medicine; Physics; Biology","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":[0.00005285599,0.0001581533,0.0004029253,0.0001031466,0.0001335548,0.000006444937,0.00002841592,0.0001186626,0.00003811616],"category_scores_gemma":[0.000109117,0.0001096945,0.00004202243,0.0001667594,0.0002581915,0.0002165986,0.00001302144,0.0002004873,9.031432e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000761971,"about_ca_system_score_gemma":0.00009357353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001338229,"about_ca_topic_score_gemma":0.00001888876,"domain_scores_codex":[0.999144,0.00009248947,0.0002008946,0.0003170602,0.00008572314,0.0001597928],"domain_scores_gemma":[0.9993022,0.0003062212,0.0001254388,0.0001220246,0.00008376545,0.00006036259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006197199,0.000388979,0.9748024,0.00003843451,0.0003461658,0.002212076,0.0001156371,0.000009636643,0.004697136,0.00009414002,0.0000507634,0.01104747],"study_design_scores_gemma":[0.01298809,0.005656309,0.9698263,0.00004425747,0.0003414324,0.007991093,0.0002827678,0.00004592762,0.001496719,0.0004105727,0.0007839577,0.0001325895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851936,0.01222894,0.0004112241,0.0008839778,0.0001785661,0.0004820683,0.00001384116,0.00004719619,0.0005605808],"genre_scores_gemma":[0.9972393,0.001901638,0.0001391481,0.0005312334,0.00005155956,0.00006143266,0.0000297331,0.000007947284,0.00003801308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204568,"threshold_uncertainty_score":0.447321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865909176757967,"score_gpt":0.2757587575323913,"score_spread":0.2670996657648116,"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."}}