{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004384,0.0001057185,0.0002500484,0.0002986061,0.00001504777,0.000008483799,0.00005812828,0.00006102253,0.00006644801],"category_scores_gemma":[0.000224174,0.0001039561,0.00005876245,0.0001647324,0.00006293017,0.0001111295,0.00003479943,0.0003360973,0.000007763343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056818,"about_ca_system_score_gemma":0.0001441115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007501184,"about_ca_topic_score_gemma":0.00001205017,"domain_scores_codex":[0.9989894,0.00003689358,0.0003454129,0.000214697,0.0002291704,0.000184436],"domain_scores_gemma":[0.999445,0.00004041896,0.00009740902,0.0002946637,0.0000471772,0.00007530779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000807828,0.00005586219,0.05628066,0.00009218553,0.00001019381,0.001621982,0.000103643,0.00001523908,0.9386923,0.0002789513,0.001452897,0.001315307],"study_design_scores_gemma":[0.0009391365,0.0002349868,0.9427646,0.0001427568,0.00006004431,0.0006734206,0.00002968658,0.00659498,0.01577373,0.00007379845,0.032423,0.000289899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968144,0.0002061385,0.00001985412,0.0002153657,0.001415877,0.0001600956,4.970408e-7,0.00003435138,0.001133443],"genre_scores_gemma":[0.9986252,0.000001625552,0.0005118806,0.0001561913,0.00009148319,0.000009590455,0.000008824033,0.00001658388,0.0005786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9229186,"threshold_uncertainty_score":0.4239205,"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."}}