{"id":"W2790385686","doi":"10.1210/jc.2017-01385","title":"Stereotactic Radiosurgery for Cushing Disease: Results of an International, Multicenter Study","year":2017,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Hypopituitarism; Cushing's disease; Cohort; Radiation therapy; Cushing Disease; Surgery; Internal medicine; Cushing syndrome; Disease","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":[0.001464374,0.0001346678,0.0007986032,0.00009552881,0.0001566621,0.00002269688,0.0005350261,0.00004517711,0.00001814541],"category_scores_gemma":[0.005576868,0.00007386693,0.0003777714,0.00001985609,0.000211724,0.0003511989,0.00008694146,0.000322572,0.000002809381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008201901,"about_ca_system_score_gemma":0.0001134249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005513234,"about_ca_topic_score_gemma":0.00001339236,"domain_scores_codex":[0.9976729,0.0003218225,0.001343924,0.0001601597,0.0002833075,0.0002179219],"domain_scores_gemma":[0.9957755,0.001011788,0.001967259,0.000716206,0.0003185624,0.0002107364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04080389,0.006832266,0.9084075,0.00002193138,0.003063967,0.0005680972,0.0004736572,0.00001265011,0.00003855375,0.0001489473,0.0005840703,0.03904445],"study_design_scores_gemma":[0.02602389,0.0008803613,0.9632382,0.00004428526,0.001719978,0.00007949543,0.0002372748,0.0001017595,0.00004032593,0.0004409941,0.007133517,0.00005992815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915309,0.0009684609,0.00003209701,0.004692534,0.002089653,0.0004021249,0.00003255891,0.000006015387,0.0002456403],"genre_scores_gemma":[0.9968643,0.001374586,0.0003338587,0.0003356832,0.00088877,0.000005086448,0.000006132017,0.00001348164,0.0001781157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05483068,"threshold_uncertainty_score":0.6676434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009646327019117,"score_gpt":0.4459578808150831,"score_spread":0.3449932481131715,"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."}}