{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007315566,0.0002701383,0.0007081248,0.0002756655,0.00008086205,0.00004480221,0.000152532,0.00006548964,0.0001146062],"category_scores_gemma":[0.0004174899,0.0002046082,0.0003873734,0.000223419,0.00005937096,0.0001578537,0.00006657449,0.0001955548,0.00003041779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064509,"about_ca_system_score_gemma":0.00006605621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003187632,"about_ca_topic_score_gemma":0.000002538752,"domain_scores_codex":[0.9974084,0.0003496797,0.0005607525,0.0005859861,0.0007729939,0.0003221154],"domain_scores_gemma":[0.9985223,0.000544403,0.0001696078,0.0003461787,0.0001298307,0.0002876198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007041172,0.002005648,0.977396,0.0001533766,0.000659146,0.0002599231,0.0002028641,0.00005534657,0.00760418,0.000003497859,0.0005154491,0.004103367],"study_design_scores_gemma":[0.01171388,0.01616957,0.9065274,0.00009818227,0.0006895245,0.000006314012,0.0001309497,0.007180728,0.05553908,0.000001353966,0.001605972,0.0003370679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956583,0.0000241599,0.00001140846,0.0005881425,0.0007096101,0.002752088,0.00005278956,0.00005546448,0.0001479959],"genre_scores_gemma":[0.9986762,0.000017754,0.00001974432,0.0004331085,0.0002552719,0.000282924,0.000174611,0.0000401846,0.0001001992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07086865,"threshold_uncertainty_score":0.834368,"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."}}