{"id":"W2042197019","doi":"10.1159/000070853","title":"Quality of Life after Vagus Nerve Stimulation for Intractable Epilepsy: Is Seizure Control the Only Contributing Factor?","year":2003,"lang":"en","type":"article","venue":"European Neurology","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Ottawa; University of Toronto; Dalhousie University; Western University","funders":"","keywords":"Vagus nerve stimulation; Epilepsy; Vagus nerve; Medicine; Anesthesia; Quality of life (healthcare); Stimulation; Prospective cohort study; Internal medicine; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002027391,0.0002400796,0.000411354,0.0001110216,0.0002662496,0.00006865581,0.0004535661,0.00009683838,0.0004453535],"category_scores_gemma":[0.0131717,0.0001870658,0.0001880015,0.0003190342,0.0002542313,0.0001679976,0.0001042877,0.0004991827,0.0001041084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000185234,"about_ca_system_score_gemma":0.0001266997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002308996,"about_ca_topic_score_gemma":0.000008128746,"domain_scores_codex":[0.9925964,0.004811404,0.0008085978,0.0006526895,0.0004245711,0.0007063685],"domain_scores_gemma":[0.9938593,0.004645215,0.0004546854,0.0006095625,0.0002760609,0.0001551649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005710558,0.0005747444,0.7815548,0.0001556388,0.00009383354,0.0001389958,0.001209999,0.01297613,0.167143,0.02235179,0.004053456,0.004037132],"study_design_scores_gemma":[0.00634265,0.000910152,0.9358169,0.000007649623,0.00002969373,0.00003896921,0.00001597367,0.01939452,0.01468284,0.0006888916,0.02169204,0.0003797283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802749,0.00008138044,0.01219608,0.0027176,0.0003780678,0.001135546,0.0002604435,0.00008308093,0.002872918],"genre_scores_gemma":[0.9908842,0.000003386743,0.00005810383,0.008440649,0.0001251012,0.00002519502,0.000005207897,0.00005790516,0.000400263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542621,"threshold_uncertainty_score":0.9951408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677772261467056,"score_gpt":0.3366647839645868,"score_spread":0.2698870613499162,"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."}}