{"id":"W2054468289","doi":"10.3171/jns/2008/108/01/0105","title":"Length of tumor–cochlear nerve contact and hearing outcome after surgery for vestibular schwannoma","year":2008,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Schwannoma; Medicine; Vestibular system; Cochlear nerve; Acoustic neuroma; Neurosurgery; Otorhinolaryngology; Audiology; Vestibular nerve; Hearing loss; Internal auditory meatus; Magnetic resonance imaging; Facial nerve; Surgery; Radiology; Cochlea","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":[0.000347996,0.0001530618,0.0001739553,0.0004600431,0.0002230628,0.0003317935,0.0001495703,0.0002073919,0.001714998],"category_scores_gemma":[0.002735276,0.00007016904,0.0002485652,0.0003262124,0.0002471247,0.0003838877,0.0003365064,0.0002647528,0.0001738602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778884,"about_ca_system_score_gemma":0.0002158362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000597587,"about_ca_topic_score_gemma":0.0009729443,"domain_scores_codex":[0.9998077,0.00002887855,0.00002860527,0.0000282951,0.00005450227,0.00005213226],"domain_scores_gemma":[0.9972072,0.0008015627,0.001256329,0.00004443627,0.0001714545,0.0005191014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116753,0.00002650957,0.9974579,0.000005730406,0.00001947306,0.000288556,0.00003233519,0.00005181458,0.0003394583,0.000003094316,0.00002031445,0.001543066],"study_design_scores_gemma":[0.000007541065,0.0003752668,0.9974768,0.000004603623,0.00001993386,0.001531858,0.000130548,0.0002106714,0.0001892457,0.00001331092,0.00003669563,0.000003436655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998135,0.00006388305,0.00002002833,0.000009434079,0.000001579781,0.000001059563,0.00001816075,9.648288e-7,0.00007148383],"genre_scores_gemma":[0.9999267,0.00001525394,0.00001012647,0.000002322663,0.000003248675,7.495726e-7,0.00002439827,2.806692e-7,0.00001689804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001714998,"threshold_uncertainty_score":0.005737245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649033268722918,"score_gpt":0.2819966851419888,"score_spread":0.2155063524547596,"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."}}