{"id":"W2152629419","doi":"10.1016/j.amjoto.2015.02.016","title":"Hearing preservation in vestibular schwannoma management","year":2015,"lang":"en","type":"article","venue":"American Journal of Otolaryngology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie Medical Research Foundation","keywords":"Medicine; Audiology; Schwannoma; Acoustic neuroma; Hearing loss; Vestibular system; Retrospective cohort study; Neuroma; Radiation therapy; Otorhinolaryngology; Audiometry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004085485,0.0004479564,0.0004223366,0.00139866,0.001742554,0.001376083,0.0004924114,0.001261856,0.002319349],"category_scores_gemma":[0.00226263,0.0001949523,0.0003916503,0.0007148586,0.0006747478,0.001188102,0.0008188277,0.001519367,0.0006108612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008830492,"about_ca_system_score_gemma":0.001678632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047245,"about_ca_topic_score_gemma":0.002333879,"domain_scores_codex":[0.9996846,0.0000411928,0.00005029385,0.00002476886,0.00007527556,0.0001238664],"domain_scores_gemma":[0.999617,0.0001085885,0.00008527976,0.000008350028,0.00004519707,0.0001356103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0009776808,0.0006247312,0.1779616,0.0005968392,0.0001448144,0.4383785,0.001081119,0.002493185,0.00947697,0.002793181,0.02172826,0.3437431],"study_design_scores_gemma":[0.0001195205,0.0009513177,0.1143138,0.001098852,0.000220391,0.8279172,0.003918842,0.003017965,0.004294147,0.006311882,0.03775518,0.00008087075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.763669,0.09327713,0.006198571,0.02978825,0.002576585,0.0001140139,0.0001706305,0.0002445213,0.1039612],"genre_scores_gemma":[0.9823712,0.009945137,0.001505578,0.001905534,0.00244499,0.00003398641,0.00006698831,0.00001651512,0.001710137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002319349,"threshold_uncertainty_score":0.007758975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642620377665846,"score_gpt":0.2929134255166299,"score_spread":0.2564872217399715,"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."}}