{"id":"W3112403372","doi":"10.1227/neu.0000000000002569","title":"International Tuberculum Sellae Meningioma Study: Surgical Outcomes and Management Trends","year":2023,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; University of California, San Francisco; University of Oklahoma Health Sciences Center; Weill Cornell Medical College; Health Science Center, University of Tennessee; University of Toronto; Northwestern University; York University; Houston Methodist Hospital; University of Oklahoma; Washington University in St. Louis; Dalhousie University; University of Louisville; Vanderbilt University Medical Center; Tufts Medical Center; University of South Florida; Houston Methodist Research Institute; Cedars-Sinai Medical Center; Louisiana State University; Syracuse University; University of Pittsburgh; Ohio State University; Rush University; Università degli Studi di Napoli Federico II; University of Southern California; Tulane University; University of Pennsylvania; Temple University; Vanderbilt University; Brigham and Women's Hospital","keywords":"Medicine; Odds ratio; Cohort; Tuberculum sellae; Blindness; Cohort study; Retrospective cohort study; Surgery; Meningioma; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006721683,0.0002424905,0.0002807164,0.001612088,0.0002907681,0.0007579055,0.0003858465,0.0003726681,0.0008847737],"category_scores_gemma":[0.001474988,0.000175467,0.0003412137,0.002438386,0.0002266936,0.0007442622,0.0004550517,0.0003521429,0.000217178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167117,"about_ca_system_score_gemma":0.0004468096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003901146,"about_ca_topic_score_gemma":0.003744129,"domain_scores_codex":[0.9996769,0.00005058603,0.00005096168,0.00009673448,0.0000592863,0.00006548423],"domain_scores_gemma":[0.9983038,0.0001056994,0.001124052,0.00008330096,0.0001423304,0.0002408916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006579639,0.00001091875,0.9987056,0.000007917241,0.00003888624,0.00005774609,0.00003708368,0.00002021563,0.00004640082,0.00001233024,0.0001251372,0.0008719587],"study_design_scores_gemma":[0.00001152202,0.0000686651,0.9986238,0.00001313379,0.00003811975,0.000576935,0.0002207832,0.000109122,0.00003867436,0.0000200835,0.0002753263,0.000003664414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996704,0.0008731585,0.00004879801,0.0001152985,0.00000761362,0.000007150629,0.001584545,0.000006809234,0.0006525541],"genre_scores_gemma":[0.996963,0.0003955266,0.00006144019,0.00002734837,0.00002508687,0.00001389199,0.002398487,0.000004557414,0.0001108142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003901146,"threshold_uncertainty_score":0.007756889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098906678277426,"score_gpt":0.306462120703119,"score_spread":0.2754730539203447,"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."}}