{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007009915,0.0001182419,0.0004992794,0.0009595503,0.00002975683,0.00001654567,0.0001958561,0.00004351205,0.0004810018],"category_scores_gemma":[0.0000589643,0.00009978996,0.00005261948,0.0006413868,0.00005113574,0.0002165208,0.0000620866,0.0003612997,0.00005170497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795218,"about_ca_system_score_gemma":0.00037161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001202533,"about_ca_topic_score_gemma":0.0001295778,"domain_scores_codex":[0.9985782,0.0001125748,0.0006136926,0.0001666931,0.0002506238,0.0002782065],"domain_scores_gemma":[0.9991515,0.00007861276,0.0002940256,0.0002052143,0.0001090091,0.0001616413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003078818,0.001330007,0.7950322,0.0002651189,0.0002978581,0.04134262,0.007970853,0.0005510175,0.03068956,0.04161768,0.005953897,0.07187037],"study_design_scores_gemma":[0.005355081,0.003175462,0.2594962,0.0005696887,0.0000668807,0.003321769,0.0009319414,0.000314664,0.001026565,0.0006046423,0.7248693,0.0002677998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731605,0.00031899,0.0002587537,0.003637249,0.0005525572,0.0002018701,1.379966e-7,0.000009919971,0.02185999],"genre_scores_gemma":[0.9754716,0.00000877093,0.01966008,0.0007575409,0.0001812605,0.000004871773,0.000001032514,0.00001315655,0.003901644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7189155,"threshold_uncertainty_score":0.5266632,"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."}}