{"id":"W2794087810","doi":"10.1093/neuros/nyy009","title":"Stereotactic Radiosurgery for Benign (World Health Organization Grade I) Cavernous Sinus Meningiomas—International Stereotactic Radiosurgery Society (ISRS) Practice Guideline","year":2018,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Gelastic seizure; Epilepsy; Magnetic resonance imaging; Surgery; Refractory (planetary science); Radiology; Radiation therapy; Hypothalamic hamartoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009804784,0.001100037,0.002544586,0.006890601,0.0005102874,0.001577647,0.003431671,0.002811529,0.001972522],"category_scores_gemma":[0.02326028,0.0005809501,0.003618161,0.005418932,0.0007968324,0.002006054,0.001034721,0.001624361,0.00130385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823391,"about_ca_system_score_gemma":0.01067506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00890932,"about_ca_topic_score_gemma":0.01653429,"domain_scores_codex":[0.993974,0.0012217,0.003138477,0.0003185212,0.001205011,0.0001421981],"domain_scores_gemma":[0.9834173,0.006309092,0.004403028,0.0002423544,0.005284715,0.0003434618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003315921,0.00009635885,0.004054413,0.3392345,0.003105231,0.0007222793,0.0004682741,0.0007192734,0.002196573,0.001313649,0.1219291,0.5258287],"study_design_scores_gemma":[0.0006316195,0.000413866,0.0139141,0.5940318,0.01340775,0.002698426,0.0007010838,0.0007162886,0.001447177,0.004178989,0.3677363,0.0001225506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001502791,0.9767976,0.001575071,0.013356,0.001059806,0.0007316911,0.0008608997,0.00006042448,0.004055677],"genre_scores_gemma":[0.01270865,0.9660653,0.01040053,0.006509961,0.0006086006,0.001188303,0.001255192,0.00002263685,0.001240872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009804784,"threshold_uncertainty_score":0.0518533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883185305964867,"score_gpt":0.3623247504227322,"score_spread":0.2934928973630835,"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."}}