{"id":"W2325729627","doi":"10.1017/s0317167100014281","title":"Gamma Knife Radiosurgery for Large Vestibular Schwannomas: A Canadian Experience","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Radiosurgery; Facial nerve; Surgery; Complication; Gamma knife; Cohort; Retrospective cohort study; Radiation therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006177547,0.0003934295,0.0002272697,0.001030807,0.001257619,0.0007686525,0.0008589534,0.0004221469,0.001590954],"category_scores_gemma":[0.003030584,0.0002055075,0.0002455591,0.00244379,0.0007641551,0.0003245905,0.0004870426,0.0003724367,0.0003613766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004178764,"about_ca_system_score_gemma":0.006251846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3047124,"about_ca_topic_score_gemma":0.5412039,"domain_scores_codex":[0.9994643,0.00006439329,0.00005897199,0.00005440391,0.0002454559,0.0001124099],"domain_scores_gemma":[0.9986666,0.0002158929,0.0004067506,0.00006147033,0.0004044433,0.0002447605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004151379,0.0002279128,0.7231417,0.00103354,0.0001657087,0.02920223,0.004936415,0.0008949901,0.007909676,0.0005112155,0.005356014,0.2262055],"study_design_scores_gemma":[0.0000725563,0.0008787782,0.7873375,0.0005869852,0.0002345967,0.1682002,0.005990053,0.0005587767,0.002497968,0.0002111486,0.03333345,0.00009801619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684028,0.02182635,0.0008461961,0.0009522858,0.00006252131,0.00007785401,0.0002609381,0.00003706576,0.007534049],"genre_scores_gemma":[0.9735546,0.02349803,0.001300489,0.0003793878,0.00007653258,0.00001913159,0.0002217636,0.00002354856,0.0009266176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6952876,"threshold_uncertainty_score":0.6058775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081831821539948,"score_gpt":0.276509407959279,"score_spread":0.2356910897438795,"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."}}