{"id":"W2794478933","doi":"10.7759/cureus.2380","title":"CyberKnife Radiosurgery of Skull-base Tumors: A UK Center Experience","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Cyberknife; Radiosurgery; Skull; Center (category theory); Base (topology); Medical physics; Nuclear medicine; Radiology; Surgery; Radiation therapy","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":[0.0004295885,0.0002996412,0.0002695776,0.0002898645,0.000398466,0.0004626803,0.0002668269,0.0002543901,0.001676413],"category_scores_gemma":[0.001030847,0.0001799232,0.0002276937,0.0006482071,0.0003826658,0.000300313,0.0005375464,0.0002534926,0.0003927997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730405,"about_ca_system_score_gemma":0.0005222694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002870064,"about_ca_topic_score_gemma":0.007198226,"domain_scores_codex":[0.9995927,0.0001567487,0.00003247418,0.00006455959,0.00008296893,0.00007056405],"domain_scores_gemma":[0.9996129,0.0001048761,0.0001142603,0.00003967847,0.00003276931,0.00009557839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003211205,0.001721098,0.7196186,0.0003980424,0.0002527753,0.01401625,0.006706024,0.004088704,0.02342316,0.0003307335,0.001702807,0.2245306],"study_design_scores_gemma":[0.0003920109,0.0132682,0.9267328,0.00006714294,0.0001418694,0.03824959,0.001876836,0.001302219,0.008521928,0.0001462971,0.009228772,0.00007240261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985146,0.0005006497,0.0001882714,0.00002948075,0.00000362968,0.00001672583,0.00003390532,0.000005652164,0.0007070386],"genre_scores_gemma":[0.9981663,0.0009189133,0.0003514233,0.00004915486,0.00001086233,0.00001363592,0.0001017619,0.000009350367,0.0003786321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002870064,"threshold_uncertainty_score":0.005706728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121500816531945,"score_gpt":0.2923774734946511,"score_spread":0.2611624653293316,"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."}}