{"id":"W4207008029","doi":"10.1016/j.bas.2022.100864","title":"Management of cavernous sinus meningiomas: Consensus statement on behalf of the EANS skull base section","year":2022,"lang":"en","type":"article","venue":"Brain and Spine","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Radiosurgery; Medicine; Cavernous sinus; Radiological weapon; Randomized controlled trial; Microsurgery; Decompression; Surgery; Radiation therapy; General surgery","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":[0.06708133,0.001747412,0.004146708,0.009878307,0.002496407,0.004056035,0.008119676,0.008681225,0.003953247],"category_scores_gemma":[0.1113829,0.001453832,0.006303946,0.006893247,0.002137144,0.003961307,0.005565796,0.007529535,0.003461339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00533324,"about_ca_system_score_gemma":0.03758746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009266153,"about_ca_topic_score_gemma":0.00739672,"domain_scores_codex":[0.9451501,0.01263499,0.02693673,0.002119951,0.01133983,0.001818381],"domain_scores_gemma":[0.8838021,0.03263085,0.02184922,0.002539843,0.05386801,0.005309978],"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":[0.0002821243,0.0001199498,0.00352508,0.07212573,0.0008188135,0.0007164378,0.001225201,0.0009646743,0.001730846,0.003310946,0.4968632,0.418317],"study_design_scores_gemma":[0.0003651205,0.0001630383,0.005576307,0.1906027,0.001457775,0.001410381,0.001156918,0.0006414974,0.001089853,0.006684553,0.7907017,0.0001500668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004618656,0.3516268,0.01126555,0.5474981,0.04751455,0.006875348,0.007641159,0.0003512428,0.0226086],"genre_scores_gemma":[0.05263264,0.5790072,0.117465,0.1671403,0.02897283,0.01742216,0.02091377,0.0004216026,0.01602441],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06708133,"threshold_uncertainty_score":0.3547642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680250816500105,"score_gpt":0.2522840917545985,"score_spread":0.2354815835895974,"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."}}