{"id":"W2327830118","doi":"10.1097/mao.0000000000000272","title":"Neurofibromatosis Type 2 Vestibular Schwannoma Treatment","year":2014,"lang":"en","type":"review","venue":"Otology & Neurotology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Schwannoma; Neurofibromatosis; Microsurgery; Vestibular system; Radiosurgery; Neurofibromatosis type 2; Hearing loss; Radiation therapy; Surgery; Acoustic neuroma; Audiology; Radiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001909732,0.001108844,0.005268832,0.0008373643,0.000171139,0.00003266708,0.0004729683,0.001013294,0.0004102571],"category_scores_gemma":[0.0002269636,0.0008678501,0.0007068319,0.0005517474,0.0003676128,0.0000419811,0.0002605011,0.0006641258,0.002716923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147994,"about_ca_system_score_gemma":0.0004202254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002303136,"about_ca_topic_score_gemma":0.000001400477,"domain_scores_codex":[0.9950193,0.0009955147,0.001249436,0.001506274,0.0002351705,0.0009942756],"domain_scores_gemma":[0.9966919,0.0004198234,0.0006222206,0.001768259,0.00009069376,0.0004070993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003856473,0.0009951381,0.0007262178,0.03820526,0.00309747,0.06132938,0.00005446854,0.000001849556,0.00004543104,0.007019578,0.01620355,0.871936],"study_design_scores_gemma":[0.0008227883,0.004979182,0.00007642328,0.001197734,0.003945303,0.02834423,0.000001791652,0.00001395165,0.000006064111,0.00005289649,0.9600778,0.0004817841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002268093,0.9808377,0.00003129496,0.0004494904,0.001603221,0.004299563,0.0000151491,0.0003800933,0.01011541],"genre_scores_gemma":[0.0003409918,0.9924464,0.0006613501,0.0004003072,0.0004522227,0.001148984,0.0004018513,0.000259381,0.003888549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9438743,"threshold_uncertainty_score":0.9993773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07885020933343875,"score_gpt":0.3708713763013629,"score_spread":0.2920211669679241,"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."}}