{"id":"W3094604869","doi":"10.1016/j.wneu.2020.10.083","title":"Endoscopic Endonasal Pituitary Surgery For Nonfunctioning Pituitary Adenomas: Long-Term Outcomes and Management of Recurrent Tumors","year":2020,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University Health Network; Health Sciences North; Toronto Western Hospital","funders":"","keywords":"Medicine; Cavernous sinus; Debulking; Pituitary adenoma; Surgery; Pituitary tumors; Univariate analysis; Radiosurgery; Craniopharyngioma; Transsphenoidal surgery; Pituitary neoplasm; Proportional hazards model; Tumor progression; Radiation therapy; Multivariate analysis; Radiology; Pituitary gland; Adenoma; Cancer; Internal medicine","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":[0.0001292205,0.0003337217,0.0008191965,0.0002832277,0.0001229792,0.00002040376,0.00007311054,0.00004064576,0.00008085961],"category_scores_gemma":[0.00006772666,0.0002906911,0.0003484478,0.000326053,0.00008396976,0.000142664,0.00009372427,0.000142703,0.000008546177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602286,"about_ca_system_score_gemma":0.00005847888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001257663,"about_ca_topic_score_gemma":0.00001130303,"domain_scores_codex":[0.998016,0.00004617438,0.000648181,0.000562688,0.0003019431,0.000425022],"domain_scores_gemma":[0.9986799,0.0005142154,0.0001901645,0.0002714687,0.00004116284,0.00030313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005873109,0.0003837589,0.9820231,0.001366438,0.0003404199,0.000731058,0.00005923332,0.000003227502,0.0001042349,0.00008937118,0.00344846,0.01086344],"study_design_scores_gemma":[0.002286813,0.000298535,0.9949791,0.0004382507,0.0003615452,0.00002977776,0.00003538751,0.00004126292,0.0003876119,0.00004349875,0.000897716,0.0002004983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910879,0.003399666,0.0001793763,0.002783109,0.0008016435,0.001000694,0.00006672429,0.0001134739,0.000567464],"genre_scores_gemma":[0.996145,0.0008643715,0.0002451762,0.001823228,0.0001230173,0.0001412829,0.0001761102,0.00005075398,0.0004310547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295606,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04811216602927314,"score_gpt":0.279218675393131,"score_spread":0.2311065093638578,"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."}}