{"id":"W3118275010","doi":"10.1530/eje-20-1088","title":"Corticotroph tumor progression after bilateral adrenalectomy (Nelson’s syndrome): systematic review and expert consensus recommendations","year":2021,"lang":"en","type":"review","venue":"European Journal of Endocrinology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Carl Friedrich von Siemens Stiftung; Deutsche Forschungsgemeinschaft; U.S. Department of Veterans Affairs","keywords":"Medicine; Radiosurgery; Corticotropic cell; Cumulative incidence; Tumor progression; Radiation therapy; Pituitary tumors; Incidence (geometry); Internal medicine; Adrenalectomy; Radiology; Surgery; Pituitary gland; Cancer; Cohort","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002225068,0.0004406782,0.003779306,0.0002858152,0.00006467368,0.0000286754,0.0001446662,0.00004177282,0.0002707555],"category_scores_gemma":[0.0002547452,0.0002631605,0.000525843,0.0001667802,0.00009403976,0.00004459973,0.0001178111,0.0005343336,0.00006425095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007766588,"about_ca_system_score_gemma":0.0002261493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001391023,"about_ca_topic_score_gemma":5.01588e-7,"domain_scores_codex":[0.9959244,0.001507926,0.001703933,0.0003152585,0.0001858008,0.0003626908],"domain_scores_gemma":[0.9978272,0.0001496441,0.001208521,0.0003743573,0.0001837406,0.0002565189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007471924,0.0006429627,0.0001278405,0.6654247,0.003793506,0.1939972,0.00007614114,1.763174e-8,7.161327e-7,0.00001249008,0.006405077,0.1294446],"study_design_scores_gemma":[0.001217372,0.0009584249,0.00008089572,0.4938223,0.01000945,0.2484471,0.00001786568,1.399457e-7,2.408862e-7,0.000001693888,0.2452379,0.000206631],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002295855,0.9973299,0.00000488652,0.000641871,0.000322553,0.001125344,0.00002907044,0.00001802994,0.0002987639],"genre_scores_gemma":[0.0006230976,0.9975755,0.0006499098,0.0006048287,0.00008189928,0.00005506936,0.0000763818,0.0000666015,0.0002667261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2388328,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428030766633344,"score_gpt":0.341504764290208,"score_spread":0.3072244566238745,"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."}}