{"id":"W2794087810","doi":"10.1093/neuros/nyy009","title":"Stereotactic Radiosurgery for Benign (World Health Organization Grade I) Cavernous Sinus Meningiomas—International Stereotactic Radiosurgery Society (ISRS) Practice Guideline","year":2018,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Gelastic seizure; Epilepsy; Magnetic resonance imaging; Surgery; Refractory (planetary science); Radiology; Radiation therapy; Hypothalamic hamartoma; Internal medicine","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004284142,0.001641328,0.004782564,0.001583828,0.0007007902,0.0005553454,0.0006831459,0.0005729266,0.0004408105],"category_scores_gemma":[0.004819643,0.001554707,0.00277243,0.002481989,0.0001986232,0.0008708533,0.0003613907,0.001101173,0.0001494259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067881,"about_ca_system_score_gemma":0.002535484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005412003,"about_ca_topic_score_gemma":0.000002802966,"domain_scores_codex":[0.9884849,0.0009921206,0.004656088,0.002317243,0.001902672,0.001647003],"domain_scores_gemma":[0.9864925,0.004970193,0.00456657,0.001887879,0.001214452,0.0008683639],"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":[0.0002918666,0.0009819791,0.0002887367,0.01847858,0.00423519,0.004421354,0.000295437,0.000008282827,0.000009548537,0.0002066928,0.8871614,0.08362094],"study_design_scores_gemma":[0.001138555,0.0003148318,0.00003555681,0.005318739,0.003429717,0.01150993,0.00006187107,0.0003414455,0.000007339336,0.00001478521,0.976716,0.001111214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003650251,0.9594545,0.003322737,0.008259617,0.01875959,0.00687216,0.0004889083,0.000976933,0.001500545],"genre_scores_gemma":[0.0004671286,0.957967,0.009173966,0.007228299,0.006740798,0.000543687,0.006121512,0.001064548,0.01069305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08955462,"threshold_uncertainty_score":0.9996334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06883185305964867,"score_gpt":0.3623247504227322,"score_spread":0.2934928973630835,"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."}}