{"id":"W2313726208","doi":"10.1227/neu.0b013e31822b30cd","title":"Neuromodulation in Epilepsy","year":2011,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Neuromodulation; Medicine; Vagus nerve stimulation; Epilepsy; Neuroscience; Neurostimulation; Deep brain stimulation; Subthalamic nucleus; Stimulation; Thalamus; Brain stimulation; Vagus nerve; Parkinson's disease; Psychology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004704288,0.0004864549,0.001353152,0.001283139,0.00009295029,0.00009470015,0.0006064815,0.000320593,0.0004957823],"category_scores_gemma":[0.003033269,0.0004507041,0.0005244868,0.00179883,0.0001116804,0.0002544652,0.0002369952,0.00104993,0.001390424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008349269,"about_ca_system_score_gemma":0.0002440044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001559747,"about_ca_topic_score_gemma":0.000002682984,"domain_scores_codex":[0.9950389,0.001535399,0.001074721,0.001184466,0.0005048656,0.0006616123],"domain_scores_gemma":[0.9964268,0.00209887,0.0004046452,0.0008728889,0.00003087099,0.000165877],"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":[0.000009497386,0.0001415081,0.0002139405,0.002934079,0.000002395358,0.0005211933,0.00001367711,0.0000451373,0.00005849226,0.0008188213,0.0008087295,0.9944325],"study_design_scores_gemma":[0.0000960065,0.00002843978,0.0003907231,0.001400963,0.00002393096,0.0001043745,2.005289e-7,0.0002336741,0.00003163292,0.0001174831,0.9972,0.0003725971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002330603,0.988641,0.00001807401,0.00002472179,0.001744836,0.001267555,0.00004785045,0.0002323422,0.007790522],"genre_scores_gemma":[0.001098603,0.9972849,0.000009269753,0.000192706,0.000152039,0.0001508197,0.00001874468,0.0001441946,0.0009487084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9963912,"threshold_uncertainty_score":0.9997945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3017236564122884,"score_gpt":0.4021061726889444,"score_spread":0.1003825162766561,"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."}}