{"id":"W2903609539","doi":"10.2147/ndt.s181886","title":"Levetiracetam for epilepsy: an evidence map of efficacy, safety and economic profiles","year":2018,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University Health Science Center; Peking University; McMaster University; Peking University First Hospital; Aix-Marseille Université","keywords":"Medicine; Levetiracetam; Oxcarbazepine; Lamotrigine; Epilepsy; Observational study; Randomized controlled trial; Discontinuation; Pediatrics; Adverse effect; Meta-analysis; Internal medicine; Systematic review; Carbamazepine; MEDLINE; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006251019,0.0001574697,0.0002975304,0.00004895982,0.0001332333,0.0000112152,0.00003224574,0.00002406352,0.00003244729],"category_scores_gemma":[0.00003517872,0.0001025798,0.0000752808,0.00003573022,0.0001663366,0.00006060813,0.00002945462,0.00002779442,0.000007662635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002589364,"about_ca_system_score_gemma":0.0000614094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002489379,"about_ca_topic_score_gemma":0.000008166785,"domain_scores_codex":[0.9992152,0.00004461368,0.0001805746,0.0003385608,0.00006148678,0.0001595521],"domain_scores_gemma":[0.9992563,0.0002075934,0.00006860748,0.0001544026,0.00003122723,0.0002819332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03865393,0.007228395,0.6498249,0.001321229,0.001341207,0.0001112883,0.0006301999,0.00001375287,0.002857532,0.002888632,0.00351699,0.2916119],"study_design_scores_gemma":[0.004894258,0.01041311,0.9776567,0.00005739407,0.001215685,0.000006409043,0.0000204587,0.0006932002,0.0003415467,0.0001477224,0.00442249,0.0001310033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928357,0.003264548,0.00001735728,0.002288224,0.0001745507,0.001170166,0.0001042239,0.00002987337,0.0001153547],"genre_scores_gemma":[0.9966921,0.002084252,0.0002983896,0.0003020029,0.0003440354,0.00005964866,0.000009535851,0.00001180429,0.0001981987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278318,"threshold_uncertainty_score":0.4183082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330109592049667,"score_gpt":0.3421598858049836,"score_spread":0.2988587898844869,"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."}}