{"id":"W2999026948","doi":"10.1016/j.yebeh.2019.106856","title":"Quality of life and its association with comorbidities and adverse events from antiepileptic medications: Online survey of patients with epilepsy in Australia","year":2020,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UCB Pharma; Novartis Pharmaceuticals Canada; Pfizer Pharmaceuticals; Eisai; Epilepsy Action; LivaNova; UCB; Epilepsy Foundation of Victoria","keywords":"Epilepsy; Antiepileptic drug; Adverse effect; Medicine; Quality of life (healthcare); Association (psychology); Psychiatry; Comorbidity; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009183345,0.0001148263,0.0002129787,0.0005238443,0.0002422982,0.0004062817,0.0002213788,0.0002357554,0.0008862937],"category_scores_gemma":[0.003394395,0.0001564343,0.0003324705,0.0006123278,0.0002661486,0.0004127816,0.000751117,0.0004902902,0.0001271046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005407587,"about_ca_system_score_gemma":0.0004406361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01862186,"about_ca_topic_score_gemma":0.02316455,"domain_scores_codex":[0.9992034,0.0002796843,0.0001394844,0.00008060524,0.0001883032,0.0001085086],"domain_scores_gemma":[0.9980059,0.0001843076,0.001214056,0.00005099658,0.0002853985,0.0002592751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001222036,0.00003187386,0.9979988,0.00002054421,0.00002497882,0.00003086833,0.0002904113,0.00002192521,0.00005375133,0.00000831504,0.00009902755,0.001407398],"study_design_scores_gemma":[0.000001226249,0.00003251955,0.9994248,0.000008411934,0.000004360822,0.00006260291,0.0002632777,0.00007401729,0.000009236376,0.000005042165,0.0001132833,0.000001227349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990177,0.0001536869,0.00003199792,0.0001352287,0.000002407787,0.00001381932,0.0002059342,9.011291e-7,0.0004382237],"genre_scores_gemma":[0.9995164,0.0001110434,0.00006982659,0.0000562096,0.000002687831,0.00001206469,0.0001246867,3.310154e-7,0.0001067842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862186,"threshold_uncertainty_score":0.03702694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08292501168931254,"score_gpt":0.3529781400876701,"score_spread":0.2700531283983576,"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."}}