{"id":"W3135259783","doi":"10.1002/epi4.12475","title":"FDA safety warning on the cardiac effects of lamotrigine: An advisory from the Ad Hoc ILAE/AES Task Force","year":2021,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"UCB Pharma; National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; Greenwich Biosciences; ZonMw; Otsuka Pharmaceutical; Idorsia Pharmaceuticals; Epilepsiatutkimussäätiö; Epilepsy Foundation; Sunovion; H. Lundbeck A/S; Savoy Foundation; Epilepsy Society; Canadian Frailty Network; National Science Foundation; GW Pharmaceuticals; Finding A Cure for Epilepsy and Seizures; Springworks Therapeutics; Multidisciplinary University Research Initiative; Zynerba Pharmaceuticals; SK Life Science; Pfizer; Biogen; Centers for Disease Control and Prevention; PTC Therapeutics; Eisai; National Institute of Mental Health; American Epilepsy Society; Arvelle Therapeutics; Zogenix","keywords":"Medicine; Sander; Library science; Family medicine; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006820128,0.0002341345,0.0005531891,0.00003214074,0.0002992454,0.00009014846,0.0005505198,0.0000856276,0.0004438274],"category_scores_gemma":[0.0008151172,0.0001220512,0.0002210649,0.0002198414,0.0001306385,0.0001438019,0.0003676914,0.0004628894,0.0001808115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000958561,"about_ca_system_score_gemma":0.0003594926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004144,"about_ca_topic_score_gemma":0.0001109363,"domain_scores_codex":[0.9975228,0.0007718083,0.0002996303,0.000449665,0.000547077,0.0004090342],"domain_scores_gemma":[0.9958069,0.002494393,0.0001126619,0.001229074,0.0001414437,0.0002155754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01010904,0.004005447,0.4988472,0.0007633245,0.006767408,0.002591744,0.01275542,0.0001194924,0.06257179,0.01959241,0.1032599,0.2786169],"study_design_scores_gemma":[0.006081512,0.002947297,0.7587964,0.001439786,0.000536927,0.000015768,0.001823266,0.0001733373,0.06591479,0.0009197982,0.1609883,0.0003628461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634525,0.006499466,0.00004122017,0.0102567,0.0003026962,0.002523314,0.000137784,0.00004430239,0.01674201],"genre_scores_gemma":[0.990636,0.002110558,0.000486666,0.001293753,0.0002451047,0.0002178697,0.0003427059,0.0000446229,0.004622735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.278254,"threshold_uncertainty_score":0.4977103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070496800298281,"score_gpt":0.3052830660085882,"score_spread":0.2845780980056054,"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."}}