{"id":"W3032082578","doi":"10.1093/neuros/nyaa169","title":"Stereotactic Radiosurgery for Intracranial Noncavernous Sinus Benign Meningioma: International Stereotactic Radiosurgery Society Systematic Review, Meta-Analysis and Practice Guideline","year":2020,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Fondazione I.R.C.C.S. Istituto Neurologico Carlo Besta; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS","keywords":"Radiosurgery; Medicine; Guideline; Meningioma; Meta-analysis; MEDLINE; Systematic review; Radiology; Medical physics; Radiation therapy; Internal medicine; Pathology","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":[0.01657375,0.002080332,0.009784092,0.009995548,0.0005854883,0.002792112,0.002597577,0.002295756,0.005330059],"category_scores_gemma":[0.04933706,0.001259751,0.01301812,0.009069,0.000618289,0.00215242,0.001287932,0.001280724,0.0005586386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004072481,"about_ca_system_score_gemma":0.01174491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009901017,"about_ca_topic_score_gemma":0.02919817,"domain_scores_codex":[0.9907932,0.003150111,0.0038055,0.0006905365,0.001312949,0.0002477359],"domain_scores_gemma":[0.9786254,0.01302163,0.004835888,0.0005355766,0.00272704,0.0002545774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002827601,0.0000167965,0.001362874,0.8961866,0.05980549,0.0001039864,0.0000959642,0.0001940363,0.0001702373,0.0002218332,0.003740872,0.0378185],"study_design_scores_gemma":[0.000638914,0.0001705472,0.005419317,0.5193649,0.4500888,0.0002658951,0.000140517,0.0002689365,0.0002684274,0.0007948646,0.02252771,0.00005116093],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006877281,0.99665,0.0003917198,0.0006228462,0.0001784163,0.000535404,0.0005331407,0.0000198856,0.0003808274],"genre_scores_gemma":[0.01665,0.9775261,0.002201319,0.001135248,0.0001754667,0.001383165,0.0006182129,0.00001528883,0.0002951783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01657375,"threshold_uncertainty_score":0.08765143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09298218638312601,"score_gpt":0.3615090129647452,"score_spread":0.2685268265816192,"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."}}