{"id":"W4244011153","doi":"10.1002/0470018860.s00411","title":"Epilepsy","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Cognitive Science","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epilepsy; Quality of life (healthcare); Medicine; Psychology; Psychiatry; Antiepileptic drug; Psychotherapist","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005143833,0.0002870228,0.0003531183,0.001162292,0.0001423851,0.00004766069,0.001150373,0.0001471887,0.01749078],"category_scores_gemma":[0.007899758,0.0002669248,0.00009755324,0.001909315,0.002993627,0.0002469751,0.0003420746,0.0003614109,0.001846192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004822565,"about_ca_system_score_gemma":0.0006965895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003757246,"about_ca_topic_score_gemma":0.00002431494,"domain_scores_codex":[0.9960979,0.0001393642,0.000334841,0.0009920616,0.001808168,0.0006276718],"domain_scores_gemma":[0.9979894,0.0007724323,0.0003553913,0.0004275481,0.0002101184,0.0002451157],"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":[0.0001459935,0.001183576,0.004801138,0.0003758079,0.00003709515,0.000197358,0.001561082,0.00004310239,0.04718248,0.02079679,0.4267837,0.4968919],"study_design_scores_gemma":[0.001087041,0.0002521383,0.006059755,0.0008425046,0.00003129241,0.00001963926,0.0001001864,0.0003497377,0.04923607,0.0005367047,0.940551,0.0009339019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006120284,0.0001519447,0.0003386645,0.00008219933,0.0004987711,0.0006255209,0.0001857737,0.0001658233,0.9973392],"genre_scores_gemma":[0.1145472,0.0006137023,0.0003758361,0.0001814447,0.0004428369,0.0000339371,0.000004323007,0.0002002975,0.8836004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5137673,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066525102796115,"score_gpt":0.3447929918920398,"score_spread":0.3141277408640786,"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."}}