{"id":"W1966823131","doi":"10.1097/00005537-200002010-00012","title":"Consequences to Hearing During the Conservative Management of Vestibular Schwannomas","year":2000,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Schwannoma; Vestibular system; Hearing loss; Otorhinolaryngology; Conservative management; Radiological weapon; Retrospective cohort study; Audiology; Surgery","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":[0.0004787565,0.0001545139,0.000249236,0.00005515902,0.0002568782,0.00003298787,0.0003028835,0.00002715495,0.0007850374],"category_scores_gemma":[0.0000150284,0.00008623172,0.00005411756,0.0004115317,0.0002587913,0.00006092935,0.0001377216,0.0001434662,0.0002300686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003612086,"about_ca_system_score_gemma":0.00002835422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732024,"about_ca_topic_score_gemma":0.000003432477,"domain_scores_codex":[0.9987394,0.00009370393,0.0002976317,0.0002357291,0.0003406139,0.000292901],"domain_scores_gemma":[0.9991819,0.00005512447,0.00006113517,0.0005670012,0.000045873,0.00008895221],"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":[0.01503819,0.002297807,0.1081008,0.009201909,0.01407765,0.02867447,0.046449,0.0111829,0.4367042,0.2211794,0.04277968,0.06431396],"study_design_scores_gemma":[0.004029588,0.001579882,0.8284311,0.002534286,0.0009496667,0.001071647,0.004217248,0.0005137802,0.05866542,0.002012344,0.0952309,0.0007641947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443084,0.0004159898,0.00004099643,0.01008143,0.00005051489,0.0009437417,0.000003832959,0.00004980032,0.04410531],"genre_scores_gemma":[0.9841265,0.00003494832,0.001334665,0.0006318276,0.00004817021,0.00006605408,0.000002360886,0.00001681025,0.01373864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7203302,"threshold_uncertainty_score":0.8595608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325156041110768,"score_gpt":0.273561302782046,"score_spread":0.2503097423709383,"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."}}