{"id":"W2031584437","doi":"10.1055/s-0034-1383858","title":"Facial Nerve Outcome after Vestibular Schwannoma Resection: A Comparative Meta-Analysis of Endoscopic versus Open Retrosigmoid Approach","year":2014,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Schwannoma; Medicine; Vestibular system; Surgery; Endoscopy; Facial nerve; Resection; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002941358,0.000330865,0.003206347,0.00069956,0.0001061637,0.00009214567,0.0003684734,0.0001508732,0.001306638],"category_scores_gemma":[0.0010189,0.00021396,0.001771469,0.001096526,0.0001757669,0.0002656548,0.000247931,0.000596314,0.00001309291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003372406,"about_ca_system_score_gemma":0.0000626375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001357703,"about_ca_topic_score_gemma":0.000002819494,"domain_scores_codex":[0.9953814,0.00116449,0.001710426,0.0004736425,0.0008815259,0.0003885605],"domain_scores_gemma":[0.9964759,0.001147424,0.001103341,0.0005307065,0.0003496786,0.0003929843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0814204,0.005429711,0.67463,0.0004496339,0.1847663,0.02159345,0.0004218473,0.009036348,0.003321857,0.001078416,0.01737264,0.0004794096],"study_design_scores_gemma":[0.008971159,0.02420473,0.5699209,0.00004187879,0.343828,0.001054442,0.0001242855,0.01217706,0.002085593,0.0001778362,0.03638159,0.001032472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954588,0.0003853221,0.0005829138,0.001241523,0.0004327271,0.0003732773,0.0000220967,0.00001806027,0.001485321],"genre_scores_gemma":[0.9976296,0.000003713722,0.001392806,0.0004102656,0.0002308907,0.00004332922,0.00002308635,0.00001465628,0.0002516666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1590618,"threshold_uncertainty_score":0.9996063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2792922079517277,"score_gpt":0.3601217755730809,"score_spread":0.08082956762135318,"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."}}