{"id":"W2161674480","doi":"10.3171/2015.1.jns142714","title":"Failed microvascular decompression surgery for hemifacial spasm due to persistent neurovascular compression: an analysis of reoperations","year":2015,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Trigeminal Neuralgia and Treatments","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Hemifacial spasm; Microvascular decompression; Neurovascular bundle; Surgery; Facial weakness; Cerebellopontine angle; Facial nerve; Decompression; Weakness; Trigeminal neuralgia; Radiology; Magnetic resonance imaging","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":[0.0002777356,0.0003401109,0.0003105297,0.001477602,0.0004356615,0.0003874843,0.000352612,0.0004556919,0.001838796],"category_scores_gemma":[0.001480125,0.0001629396,0.0005471631,0.0006330216,0.0003540284,0.000265862,0.0002844526,0.0003781086,0.0003043863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572115,"about_ca_system_score_gemma":0.0003035951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724759,"about_ca_topic_score_gemma":0.001805326,"domain_scores_codex":[0.9997236,0.00002980085,0.000038932,0.00005366322,0.00006032252,0.00009363058],"domain_scores_gemma":[0.9990159,0.0002483913,0.0003631104,0.00006836907,0.00008650395,0.0002176892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403108,0.00006452851,0.9804954,0.00001639485,0.00003646059,0.01321057,0.0001688183,0.00006745364,0.0006968494,0.00002579766,0.00009870212,0.004978813],"study_design_scores_gemma":[0.00000982712,0.0004354448,0.9574156,0.00001579007,0.00003796923,0.04065841,0.000404897,0.0002988007,0.0003310314,0.00003517043,0.0003446142,0.00001234847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992644,0.0003195149,0.00006238005,0.00002045657,0.000004124526,0.000006068163,0.00004358748,0.000003901822,0.0002754186],"genre_scores_gemma":[0.9995282,0.0001590562,0.00005694096,0.00002280319,0.00001714705,0.000005507946,0.0001060659,0.000001728977,0.0001025527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001838796,"threshold_uncertainty_score":0.006151438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06424029928460999,"score_gpt":0.3189373514964706,"score_spread":0.2546970522118606,"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."}}