{"id":"W3130241442","doi":"10.1097/mao.0000000000003088","title":"Preoperative Sudden Hearing Loss May Predict Hearing Preservation After Retrosigmoid Resection of Vestibular Schwannoma","year":2021,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Schwannoma; Acoustic neuroma; Vestibular system; Odds ratio; Univariate analysis; Retrospective cohort study; Surgery; Hearing loss; Multivariate analysis; Audiology; 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":[0.0005838004,0.000154001,0.0001622256,0.0006200295,0.0001304866,0.0002976529,0.0002011303,0.0001893921,0.001515265],"category_scores_gemma":[0.005337236,0.0001275808,0.0002477189,0.0005075091,0.0003163226,0.0004334234,0.0002908552,0.0002104598,0.0001859662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363093,"about_ca_system_score_gemma":0.0002808312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009249555,"about_ca_topic_score_gemma":0.001912498,"domain_scores_codex":[0.9996013,0.00008682846,0.000083111,0.00005134731,0.0001113276,0.00006620957],"domain_scores_gemma":[0.9946151,0.001683374,0.003061339,0.00009646309,0.0002705632,0.0002731197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007127714,0.000006338767,0.9981412,0.000008869031,0.00001054837,0.000268493,0.00001743508,0.00004063166,0.0001738831,0.000002895136,0.00002333792,0.001235023],"study_design_scores_gemma":[0.000002767314,0.00009178533,0.9979924,0.000006065804,0.00001359176,0.00151534,0.00008970626,0.0001348394,0.00009858132,0.000006070248,0.00004654019,0.000002403026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994317,0.0002564887,0.00006146494,0.00002066578,0.000003338639,0.00000261793,0.00006693989,0.000002707273,0.0001540486],"genre_scores_gemma":[0.9997723,0.00007576609,0.00004337453,0.000005556845,0.000007973201,0.000001644616,0.00007047174,6.820363e-7,0.0000223058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515265,"threshold_uncertainty_score":0.005069077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253495065053709,"score_gpt":0.2893515119215955,"score_spread":0.2568165612710584,"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."}}