{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006933765,0.0008535465,0.002117272,0.003603627,0.0002922275,0.0007459167,0.001033505,0.0007962013,0.003112254],"category_scores_gemma":[0.002017009,0.0002697009,0.0009260636,0.003802126,0.0003085927,0.000897498,0.0003542637,0.0004216302,0.0004735134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007780445,"about_ca_system_score_gemma":0.001832017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190055,"about_ca_topic_score_gemma":0.004574396,"domain_scores_codex":[0.9994202,0.0001040929,0.0002311831,0.00007474596,0.0001429767,0.00002691216],"domain_scores_gemma":[0.999161,0.0004764689,0.0002235545,0.000009352699,0.0001075638,0.00002200167],"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":[0.0001611204,0.00004837145,0.0007072276,0.4070688,0.0009936492,0.0006020631,0.0001232736,0.0002087696,0.0007242311,0.0004256526,0.01408295,0.574854],"study_design_scores_gemma":[0.0002495277,0.0006468954,0.01393955,0.3925607,0.01225276,0.01660609,0.0007260968,0.0002314633,0.001566604,0.001052988,0.5600901,0.00007727819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001571422,0.999494,0.00001387848,0.00004866537,0.00003935236,0.00000608379,0.0000214738,0.000001662778,0.0002177851],"genre_scores_gemma":[0.001623261,0.9980856,0.00005781799,0.00007037063,0.00005156848,0.000009989705,0.00002807079,5.600129e-7,0.00007279253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003603627,"threshold_uncertainty_score":0.01041156,"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."}}