{"id":"W2041090550","doi":"10.1016/s1474-4422(12)70153-9","title":"Adverse effects of antiepileptic drugs","year":2012,"lang":"en","type":"review","venue":"The Lancet Neurology","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":675,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"National Institute of Neurological Disorders and Stroke; American Academy of Neurology","keywords":"Adverse effect; Medicine; Tolerability; Epilepsy; Antiepileptic drug; Drug; Intensive care medicine; Pharmacology; Pharmacogenomics; Quality of life (healthcare); 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":[],"consensus_categories":[],"category_scores_codex":[0.0003249706,0.0002910733,0.002841004,0.000065864,0.0000500235,0.000001454,0.000257513,0.0002364737,0.00005631233],"category_scores_gemma":[0.0001898154,0.0001385576,0.0004043279,0.000172825,0.0003053391,0.00001482458,0.0002068954,0.0008272454,0.0001451067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001054162,"about_ca_system_score_gemma":0.00003836717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003943267,"about_ca_topic_score_gemma":2.995558e-7,"domain_scores_codex":[0.998305,0.0005651723,0.0003204946,0.000230117,0.0001349464,0.0004442915],"domain_scores_gemma":[0.9973044,0.001895951,0.0002756667,0.0004226669,0.00002354997,0.00007778499],"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":[0.0002241147,0.0002743651,0.0001071625,0.06166397,0.0008601268,0.0002095908,0.0001025367,1.999732e-7,0.00003200997,0.000348574,0.005271007,0.9309064],"study_design_scores_gemma":[0.0007167283,0.0007025409,0.0005609266,0.0009339678,0.003835673,0.0001234896,6.851054e-7,0.000001915006,0.0000109485,0.0000297788,0.9929738,0.0001095306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001317758,0.9936849,0.00000162983,0.0007291669,0.0008009596,0.001143806,0.000009585966,0.00005432514,0.002257835],"genre_scores_gemma":[0.005725568,0.9895592,0.000008100564,0.00325023,0.001196295,0.0000921508,0.000007872869,0.0000280676,0.0001325624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877028,"threshold_uncertainty_score":0.5650215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07586693431871296,"score_gpt":0.374603989534631,"score_spread":0.298737055215918,"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."}}