{"id":"W3113085829","doi":"10.1093/neuonc/noaa215.550","title":"NCOG-11. POST-RADIOSURGICAL OUTCOMES OF CYSTIC VESTIBULAR SCHWANNOMAS, A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Radiosurgery; Systematic review; Cochrane Library; Vestibular Schwannomas; Observational study; MEDLINE; Surgery; Radiology; Internal medicine; Vestibular system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01212972,0.002127638,0.01386416,0.008148067,0.0006821514,0.0036657,0.002014655,0.002400252,0.004846962],"category_scores_gemma":[0.03282788,0.001127892,0.03353047,0.008505635,0.0007498533,0.001856114,0.001728577,0.001727759,0.0003154778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279571,"about_ca_system_score_gemma":0.004260852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008386209,"about_ca_topic_score_gemma":0.01763385,"domain_scores_codex":[0.9896145,0.003956188,0.003509573,0.00124227,0.001279122,0.000398341],"domain_scores_gemma":[0.9833099,0.01162178,0.003156123,0.000425493,0.001243251,0.0002434068],"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":[0.001372766,0.00003053987,0.005501714,0.6362508,0.344604,0.0001224966,0.00008920476,0.0003265519,0.000121051,0.0001667421,0.00076879,0.01064536],"study_design_scores_gemma":[0.0007675497,0.0002272047,0.009144189,0.05680615,0.9297239,0.0001424823,0.00008437168,0.0001822079,0.00009350535,0.0002458761,0.002548442,0.00003411916],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004055631,0.9939394,0.0002673382,0.0001752943,0.000118981,0.0002722333,0.0009509816,0.00001594571,0.0002041057],"genre_scores_gemma":[0.1814048,0.8103629,0.002024326,0.001055619,0.0002713036,0.002652998,0.001731862,0.00003658957,0.0004596949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01386416,"threshold_uncertainty_score":0.0641489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08059136450558868,"score_gpt":0.3652479284145198,"score_spread":0.2846565639089311,"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."}}