{"id":"W2055543570","doi":"10.1016/j.nec.2008.02.013","title":"Conservative Management of Acoustic Neuromas","year":2008,"lang":"en","type":"article","venue":"Neurosurgery Clinics of North America","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Neuroma; Conservative management; Acoustic neuroma; Audiology; Surgery","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":[0.0001512141,0.0003494599,0.0003590008,0.0009480498,0.001662025,0.000420865,0.0003505691,0.0006520455,0.001677637],"category_scores_gemma":[0.001164485,0.0001447192,0.0002468129,0.0004652659,0.0005051637,0.0003954526,0.000495995,0.0008732553,0.0006026226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040875,"about_ca_system_score_gemma":0.0009506938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057495,"about_ca_topic_score_gemma":0.004825296,"domain_scores_codex":[0.9998466,0.00001970345,0.00001841069,0.00002026733,0.00004767287,0.00004740476],"domain_scores_gemma":[0.9997306,0.00006423702,0.00005775152,0.00001572142,0.00002877714,0.0001028643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008130049,0.0009407225,0.1043641,0.0005006829,0.0001310724,0.4936561,0.0008778526,0.0009480813,0.03225119,0.00127338,0.01918563,0.3450581],"study_design_scores_gemma":[0.0001480409,0.001569117,0.1753757,0.0003243777,0.0001455102,0.7775686,0.0009812749,0.001497943,0.007700484,0.002184732,0.03245565,0.00004852063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8753909,0.03618855,0.005490357,0.0107129,0.001442269,0.0001035502,0.0001514514,0.0003855887,0.07013436],"genre_scores_gemma":[0.9836408,0.005863435,0.001882186,0.00272119,0.001673216,0.00004076686,0.00009577916,0.00002851539,0.004054145],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001677637,"threshold_uncertainty_score":0.005612254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04967000383515019,"score_gpt":0.287552437940216,"score_spread":0.2378824341050658,"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."}}