{"id":"W2951551852","doi":"","title":"Stereotactic radiosurgery does not appear to impact cochlear implant performance in patients with neurofibromatosis type II.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pan Am Clinic; University of Manitoba","funders":"","keywords":"Neurofibromatosis type 2; Medicine; Radiosurgery; Schwannoma; Acoustic neuroma; Audiology; Contraindication; Cochlear implant; Speech perception; Implant; Cohort; Hearing loss; Cochlear nerve; Neurofibromatosis; Cerebellopontine angle; Candidacy; Surgery; Radiology; Magnetic resonance imaging; Perception; Cochlea; Internal medicine; Radiation therapy; Psychology; Pathology","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":[0.0004808811,0.000175662,0.0003032716,0.0002234705,0.0001484296,0.0003497429,0.0001945844,0.0002718538,0.00309909],"category_scores_gemma":[0.003654703,0.00005384421,0.0005320959,0.0003207089,0.0001746509,0.0003070848,0.0001578784,0.0002098423,0.0003464798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491418,"about_ca_system_score_gemma":0.0004473014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110215,"about_ca_topic_score_gemma":0.002755594,"domain_scores_codex":[0.9997591,0.00005137991,0.00004215821,0.00003657338,0.00008178563,0.00002896419],"domain_scores_gemma":[0.9985258,0.0006707474,0.0004960876,0.00006130976,0.0001002428,0.0001457876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009628579,0.0004350968,0.8409942,0.0006139188,0.0008502115,0.001377874,0.0002861101,0.0002713002,0.00403888,0.00005923806,0.001025638,0.140419],"study_design_scores_gemma":[0.0002660691,0.008202885,0.984991,0.00009355966,0.0006115857,0.003217315,0.0002697654,0.0001918001,0.0005862606,0.00007131735,0.001485568,0.00001286663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904767,0.006656118,0.00006102602,0.000156022,0.00004716157,0.00001651131,0.0001862557,0.00001054386,0.002389721],"genre_scores_gemma":[0.9991443,0.0005233777,0.00002604798,0.00006896721,0.00002185377,0.000003296448,0.0001001396,8.420355e-7,0.0001112546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00309909,"threshold_uncertainty_score":0.01036745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923980379202808,"score_gpt":0.2346256439986047,"score_spread":0.2153858402065766,"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."}}