{"id":"W4417224277","doi":"10.1017/cjn.2025.10477","title":"Reviewer Comment on Vargas-Moreno et al. “Clinical Outcomes of Extended Endoscopic Endonasal Approach for The Resection of Anterior Skull Base Meningiomas”","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Resection; Base (topology); Skull; Endoscopy; Base of skull","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0109597,0.001276859,0.002088947,0.00153607,0.002184855,0.003271309,0.004212187,0.02574955,0.01460136],"category_scores_gemma":[0.112139,0.0008566697,0.003167182,0.001262197,0.002287179,0.003038349,0.001701151,0.017863,0.01259142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004490661,"about_ca_system_score_gemma":0.005580036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229655,"about_ca_topic_score_gemma":0.0121433,"domain_scores_codex":[0.9932454,0.001364211,0.001459335,0.0008099463,0.002594113,0.0005270213],"domain_scores_gemma":[0.9364928,0.0169011,0.003640287,0.001391729,0.03937523,0.002198912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005905278,0.000006917292,0.0003470787,0.0002042765,0.00002368941,0.0001735256,0.00004708062,0.00003144364,0.00005518663,0.0001813316,0.996946,0.001924398],"study_design_scores_gemma":[0.0008079397,0.0001233994,0.007583286,0.002824048,0.000345061,0.002852488,0.0007528689,0.0007113817,0.001166178,0.004031438,0.9785452,0.0002567053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000386492,0.001069539,0.0003006127,0.8530941,0.1431174,0.0000779012,0.0008283284,0.0001856737,0.0009400175],"genre_scores_gemma":[0.003466051,0.001500352,0.0004166793,0.8773704,0.1124468,0.0003267545,0.0002761506,0.00009247665,0.0041044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02574955,"threshold_uncertainty_score":0.05796111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07892125149724741,"score_gpt":0.3588830276504737,"score_spread":0.2799617761532263,"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."}}