{"id":"W4408408324","doi":"10.1227/neu.0000000000003391","title":"Microsurgical Resection Versus Stereotactic Radiosurgery for Trigeminal Schwannoma: A Meta-Analysis of 949 Patient Treatment Outcomes","year":2025,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiosurgery; Trigeminal nerve; Surgery; Schwannoma; Retrospective cohort study; Hypesthesia; Resection; Radiation therapy","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":[0.01050108,0.001555423,0.007995181,0.003302711,0.0005004875,0.002478415,0.001572356,0.001641686,0.002736738],"category_scores_gemma":[0.01805935,0.0007235435,0.03442396,0.004698671,0.000472197,0.001285828,0.000988751,0.001657558,0.0002795146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129687,"about_ca_system_score_gemma":0.00093407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002946425,"about_ca_topic_score_gemma":0.004863079,"domain_scores_codex":[0.991784,0.003448246,0.002223674,0.001320984,0.0009244203,0.0002987309],"domain_scores_gemma":[0.9807063,0.01329221,0.003961504,0.0008613798,0.0007863466,0.0003922914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008999308,0.00004630781,0.0408238,0.0334217,0.9087303,0.0001391841,0.00006916169,0.0005869374,0.0002322554,0.00007077602,0.0004744476,0.00640587],"study_design_scores_gemma":[0.001123415,0.0004727173,0.03152183,0.00240843,0.9626946,0.0001282799,0.00007360518,0.0004059143,0.0001398746,0.0001850212,0.0008205393,0.00002577649],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1587711,0.8341381,0.001555452,0.0006441367,0.0004371548,0.0002380684,0.003133205,0.00006070468,0.001022133],"genre_scores_gemma":[0.9208411,0.07511518,0.0009152869,0.000597581,0.0002520659,0.0003425978,0.001580928,0.00004909878,0.0003061229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01050108,"threshold_uncertainty_score":0.05553573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179280120127623,"score_gpt":0.35620363470241,"score_spread":0.2382756226896476,"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."}}