{"id":"W2939479248","doi":"10.14740/wjon1195","title":"Vestibular Schwanomma: An Experience in a Developing World","year":2019,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acoustic neuroma; Tinnitus; Vestibular system; Neuroma; Perioperative; Surgery; Cerebellopontine angle; Hearing loss; Facial nerve; Presentation (obstetrics); Sensorineural hearing loss; Audiology; Magnetic resonance imaging; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000254168,0.0005262082,0.0002810704,0.0009231463,0.001700179,0.0007949477,0.0003477147,0.0005722754,0.001790642],"category_scores_gemma":[0.0007502761,0.0002767544,0.0002402678,0.001332363,0.0007314152,0.0009451092,0.001115776,0.0005659155,0.0003451383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709368,"about_ca_system_score_gemma":0.0009391458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603223,"about_ca_topic_score_gemma":0.008748353,"domain_scores_codex":[0.9997519,0.00004248746,0.00002826046,0.00003639341,0.00004204985,0.0000989848],"domain_scores_gemma":[0.9996232,0.00005749907,0.0001135329,0.00001705072,0.00003653811,0.000152057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00009197569,0.0003241503,0.7777402,0.0002337007,0.00004766778,0.1838157,0.008638891,0.0001108645,0.001852047,0.0003001238,0.001455263,0.02538941],"study_design_scores_gemma":[0.00002244169,0.0007534566,0.5759232,0.0002629753,0.00007966808,0.3702601,0.04244125,0.0002049304,0.0007945461,0.0004328526,0.0087481,0.00007655236],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962503,0.00161272,0.0001394006,0.000320609,0.00003275767,0.00002218436,0.00007837403,0.000005782315,0.001537849],"genre_scores_gemma":[0.996143,0.002953946,0.0001357492,0.0002601479,0.00003379671,0.00001588692,0.00006231777,0.000003512584,0.0003915413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004603223,"threshold_uncertainty_score":0.009152889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303556770170034,"score_gpt":0.3589895520763863,"score_spread":0.305953984374686,"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."}}