{"id":"W2621154796","doi":"10.1017/cjn.2017.79","title":"C.01 Cystic Vestibular Schwannomas respond best to radiosurgery","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiosurgery; Medicine; Vestibular Schwannomas; Nuclear medicine; Cyst; Radiology; Radiography; Vestibular system; Radiation therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185619,0.0001146769,0.0002139112,0.0003071416,0.0001382717,0.0003228902,0.0001645927,0.0002157796,0.002492743],"category_scores_gemma":[0.001072741,0.00004601953,0.0001503648,0.0003196013,0.0002092307,0.0001903961,0.0001419065,0.0001328031,0.0005227707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003226517,"about_ca_system_score_gemma":0.0002403982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166656,"about_ca_topic_score_gemma":0.001642688,"domain_scores_codex":[0.9998758,0.00001282905,0.00001227079,0.00002235701,0.00003149223,0.00004529145],"domain_scores_gemma":[0.9995192,0.0001207708,0.0001800485,0.00001742872,0.00007951453,0.00008309673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007605553,0.0001044311,0.9141003,0.0001164107,0.00005136544,0.00574867,0.0002061385,0.0003649206,0.02577621,0.00008885502,0.001669382,0.05101267],"study_design_scores_gemma":[0.00006637177,0.001162077,0.9501699,0.00003882856,0.00006751991,0.036224,0.0004707718,0.0005445581,0.006788135,0.000119934,0.004337476,0.00001041023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975919,0.0003999522,0.0001455896,0.00007416442,0.000008240529,0.00001166964,0.0001385247,0.0000144322,0.00161564],"genre_scores_gemma":[0.9991884,0.00009178191,0.0001218593,0.0000468701,0.00001945434,0.000005478356,0.0002198605,0.000004479746,0.0003017871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002492743,"threshold_uncertainty_score":0.008339107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692851683681756,"score_gpt":0.3022081511956016,"score_spread":0.2452796343587841,"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."}}