{"id":"W2013347915","doi":"10.1227/neu.0b013e3181fc60cb","title":"Natural History of Hearing Deterioration in Intracanalicular Vestibular Schwannoma","year":2010,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Schwannoma; Audiology; Pure tone audiometry; Vestibular system; Microsurgery; Hearing loss; Acoustic neuroma; Population; Radiation therapy; Natural history; Tinnitus; Audiometry; Surgery; Internal medicine","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":[0.0005137211,0.000176569,0.0002717178,0.001237463,0.0003889689,0.0004377826,0.000318133,0.0004671067,0.0008820305],"category_scores_gemma":[0.003223578,0.0001530896,0.0002984221,0.0006354398,0.0005245646,0.0004811036,0.0002824503,0.0003305565,0.0002721857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099872,"about_ca_system_score_gemma":0.000205877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096078,"about_ca_topic_score_gemma":0.0008591773,"domain_scores_codex":[0.9996905,0.0000556046,0.00004642506,0.00006088786,0.00008245727,0.00006404886],"domain_scores_gemma":[0.9975937,0.0007303305,0.001087902,0.0001123781,0.0002235212,0.0002521019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001980019,0.0000287054,0.9821852,0.00002056683,0.0000211688,0.01190548,0.0001945797,0.00006248819,0.001068698,0.00001540289,0.00007735794,0.004222319],"study_design_scores_gemma":[0.000006474879,0.0002627978,0.9192789,0.00001574639,0.00004037563,0.07913748,0.0002942839,0.0001583284,0.0004688875,0.00003581865,0.0002892215,0.00001177561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986051,0.0007995539,0.0001018116,0.00002682958,0.000004126045,0.00000472379,0.00006238023,0.000005619705,0.0003898244],"genre_scores_gemma":[0.9996998,0.0001213557,0.00003947466,0.00001126209,0.000009615919,0.000002766296,0.00007593015,0.00000112629,0.00003869757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001237463,"threshold_uncertainty_score":0.002950668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209015731258835,"score_gpt":0.2420466243110361,"score_spread":0.2211450511851526,"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."}}