{"id":"W4407250047","doi":"10.1055/s-0045-1803237","title":"Spheno-orbital Meningiomas: Case Series and Surgical Outcomes following Frontotemporal-Orbitozygomatic Craniotomy","year":2025,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Craniotomy; Medicine; Series (stratigraphy); Meningioma; Surgery; Geology; Paleontology","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":[0.001604377,0.0003699255,0.001425171,0.0004029502,0.0002207807,0.0001125274,0.0001207921,0.0001710904,0.0002513006],"category_scores_gemma":[0.0009964583,0.0002513279,0.0008155074,0.0003585503,0.0001357128,0.000358818,0.0001585159,0.000498912,0.000009071435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003575894,"about_ca_system_score_gemma":0.000106981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001208364,"about_ca_topic_score_gemma":0.000002083835,"domain_scores_codex":[0.9967285,0.0003702016,0.001445329,0.0003885668,0.0005769868,0.0004903706],"domain_scores_gemma":[0.9973032,0.001374073,0.0004447146,0.0003147478,0.0001195788,0.000443678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0009357505,0.0002915027,0.462916,0.0001223468,0.0003619054,0.5290884,0.00003488557,0.000006619635,0.0001328432,0.0001521674,0.005281226,0.0006763418],"study_design_scores_gemma":[0.01038783,0.005337622,0.3688765,0.001095466,0.00300818,0.5440984,0.0006427026,0.001055667,0.0004492259,0.002231315,0.06145717,0.001359953],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897146,0.001119077,0.00007389444,0.00645334,0.001167153,0.0003065791,0.000004142636,0.00006501965,0.001096187],"genre_scores_gemma":[0.997294,0.00002028421,0.00096508,0.0005334242,0.0001727862,0.00001256138,0.000004451046,0.00002140875,0.0009759913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09403949,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688709650372807,"score_gpt":0.276940179907868,"score_spread":0.2500530834041399,"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."}}