{"id":"W3045087471","doi":"10.1093/neuros/nyaa313","title":"Effect of Anatomic Segment Involvement on Stereotactic Radiosurgery for Facial Nerve Schwannomas: An International Multicenter Cohort Study","year":2020,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université de Sherbrooke","funders":"","keywords":"Medicine; Facial nerve; Radiosurgery; Facial weakness; Surgery; Radiation therapy; Weakness","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":[0.001167716,0.0004097711,0.0003904732,0.0005638989,0.0005070862,0.0005919538,0.0003886866,0.0004065771,0.001323247],"category_scores_gemma":[0.002133165,0.0002592796,0.0008016275,0.0007068191,0.000279465,0.0005008989,0.0004479249,0.0004583872,0.0002298591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290548,"about_ca_system_score_gemma":0.0003050993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543772,"about_ca_topic_score_gemma":0.003303997,"domain_scores_codex":[0.9992481,0.0002112243,0.00005526913,0.0002048697,0.0001350453,0.0001453917],"domain_scores_gemma":[0.9983773,0.0002757399,0.0007341139,0.0001803175,0.0001503915,0.0002820924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002593109,0.00003178566,0.9983408,0.000002828552,0.00007406822,0.0001721704,0.000070343,0.00003020583,0.0002438574,0.000006619993,0.00004938517,0.000718612],"study_design_scores_gemma":[0.00001367643,0.0002754376,0.9985811,0.00000292309,0.00006707563,0.0005941314,0.0001615589,0.0001178905,0.00004890963,0.000008157959,0.0001248011,0.000004463888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996358,0.00007691374,0.00003364454,0.00001169392,0.000002349501,0.000004992704,0.00008488556,0.000001194186,0.0001484608],"genre_scores_gemma":[0.9997146,0.00004610276,0.00002415615,0.000007916718,0.00000430553,0.000006544115,0.0001482847,0.000002439301,0.00004562875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543772,"threshold_uncertainty_score":0.006175518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937461539400953,"score_gpt":0.3439945604881446,"score_spread":0.304619945094135,"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."}}