{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004118464,0.0001164185,0.0002404624,0.0001171989,0.0001292311,0.000005722094,0.00007636385,0.00001734548,0.0001459264],"category_scores_gemma":[0.00001362916,0.00008638745,0.00009210115,0.0002304089,0.00005908756,0.000009677575,0.0001740056,0.00009318753,9.932796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000599657,"about_ca_system_score_gemma":0.00002108031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000560886,"about_ca_topic_score_gemma":0.000002013929,"domain_scores_codex":[0.9988374,0.00009085894,0.0003484752,0.0002029189,0.0003729021,0.0001475025],"domain_scores_gemma":[0.9994314,0.00002681864,0.0001654532,0.0002997392,0.00002428817,0.0000522996],"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":[0.007942312,0.0136382,0.01493193,0.02528547,0.009585844,0.0322884,0.02072431,0.00581628,0.07895841,0.2160929,0.1005095,0.4742264],"study_design_scores_gemma":[0.03307805,0.02094465,0.2106503,0.00343743,0.003544305,0.003972464,0.02434392,0.006663523,0.01874093,0.001045077,0.6719161,0.001663247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903376,0.001708698,0.00007969223,0.001904678,0.0002091769,0.0007651463,0.00002275282,0.00002069967,0.004951591],"genre_scores_gemma":[0.9953303,0.00007897712,0.0005085845,0.0001166409,0.00002093527,0.00004096639,0.00001338718,0.00001342053,0.003876838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5714066,"threshold_uncertainty_score":0.3522778,"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."}}