{"id":"W2019006916","doi":"10.1227/01.neu.0000339115.12803.4e","title":"USE OF TEMOZOLOMIDE IN AGGRESSIVE PITUITARY TUMORS","year":2009,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Trillium Health Centre; St. Michael's Hospital","funders":"","keywords":"Temozolomide; Medicine; Pituitary tumors; Radiation therapy; Magnetic resonance imaging; Pituitary adenoma; Pituitary neoplasm; Oncology; Chemotherapy; Surgery; Internal medicine; Radiology; Pituitary gland; Adenoma; 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":[0.00004491221,0.0001197183,0.0003326641,0.0001856411,0.00001800712,0.000005093405,0.00003246815,0.0000448046,0.00003440503],"category_scores_gemma":[0.0002110779,0.0000969966,0.0001020508,0.0002026979,0.00003342638,0.0001171537,0.00001103799,0.0001005246,0.00001069822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001435271,"about_ca_system_score_gemma":0.0000504042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008333404,"about_ca_topic_score_gemma":0.000006582778,"domain_scores_codex":[0.9991412,0.00003008524,0.0002786525,0.0001927595,0.0001508996,0.0002064467],"domain_scores_gemma":[0.999438,0.0001164312,0.0001139986,0.0002203009,0.00002443586,0.0000867758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004743976,0.0008754123,0.976616,0.00002340704,0.00001701565,0.004005993,0.00005922236,0.00004408304,0.002736935,0.00005912763,0.003777131,0.01131133],"study_design_scores_gemma":[0.000985746,0.0003156309,0.995999,0.000147759,0.00002336547,0.0001192805,0.00001078858,0.00006675022,0.00151694,0.0003274714,0.0004043005,0.00008292108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973646,0.0004174058,0.000002173888,0.0005656626,0.0001026842,0.0001669962,0.00001089857,0.00002735759,0.001342157],"genre_scores_gemma":[0.9979284,0.0001781896,0.0000825112,0.001535238,0.0000236091,0.000004060183,0.00002330094,0.000009451158,0.0002152515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0193831,"threshold_uncertainty_score":0.3955407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234931930589618,"score_gpt":0.2647846333332458,"score_spread":0.2324353140273496,"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."}}