{"id":"W2496801508","doi":"10.17925/use.2012.08.01.50","title":"Treatment of Aggressive Pituitary Adenomas and CarcinomasAn Overview","year":2012,"lang":"en","type":"article","venue":"US Endocrinology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Temozolomide; Pituitary tumors; Pituitary adenoma; Sella turcica; Pituitary gland; Radiation therapy; Adenoma; Oncology; Internal medicine; Radiology; Hormone","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":[0.000009481042,0.0001568359,0.0003869799,0.00008820367,0.00003981241,0.000001497432,0.00002888954,0.00005040841,0.0001328251],"category_scores_gemma":[0.00001531426,0.000111729,0.00007633716,0.00005114427,0.0001019853,0.00005044848,0.00002962591,0.00003848136,0.0000255735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004162125,"about_ca_system_score_gemma":0.00002887664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004240205,"about_ca_topic_score_gemma":0.00002010963,"domain_scores_codex":[0.9991838,0.00002959195,0.0001648535,0.0001645513,0.00007141447,0.0003857853],"domain_scores_gemma":[0.9994535,0.00003898541,0.0001148261,0.0002185235,0.00002046403,0.0001536623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174735,0.0006942798,0.9779688,0.00004808772,0.0002298199,0.0003182262,0.0004063005,9.487822e-8,0.0001753981,0.001391216,0.00007744208,0.01857283],"study_design_scores_gemma":[0.004706037,0.001675151,0.9775,0.00002177815,0.0003269936,0.00181242,0.0001269931,0.000003688303,0.00173095,0.0001776581,0.01181932,0.00009895979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821625,0.1117338,0.000001849947,0.0002662916,0.000120264,0.0002382883,0.00001934757,0.00002181368,0.005435878],"genre_scores_gemma":[0.9915008,0.007667653,0.0002262428,0.0001127293,0.00008806495,0.00003093917,0.00004149362,0.00001188874,0.0003201876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1093383,"threshold_uncertainty_score":0.4556177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599578714885499,"score_gpt":0.2996661286807724,"score_spread":0.2636703415319174,"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."}}