{"id":"W4411200179","doi":"10.1212/wnl.0000000000213640","title":"Lamotrigine and Cardiac Arrhythmias","year":2025,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lamotrigine; Medicine; Cardiology; Internal medicine; Epilepsy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007591575,0.0001265237,0.0001838785,0.0006575036,0.000195585,0.0008031888,0.0002765908,0.0004049863,0.003347877],"category_scores_gemma":[0.006084647,0.0001288459,0.0004928948,0.00132337,0.0002264758,0.0002789768,0.0003334768,0.0004657542,0.0002175479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009135394,"about_ca_system_score_gemma":0.0007984468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007871108,"about_ca_topic_score_gemma":0.004934378,"domain_scores_codex":[0.9992286,0.0002703973,0.0001112222,0.0001441881,0.0001429472,0.000102646],"domain_scores_gemma":[0.9935858,0.002309842,0.003363302,0.0001940514,0.0002767076,0.0002703314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004191064,0.00003270662,0.9867365,0.0001272087,0.000414027,0.0002137216,0.00003855737,0.0003965886,0.0002098751,0.0002282337,0.0004639762,0.01071957],"study_design_scores_gemma":[0.00004718665,0.0001297875,0.9947444,0.0001006885,0.0002539321,0.001402254,0.00008110802,0.0005785908,0.0002107191,0.0004686767,0.001975307,0.000007320105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704597,0.021956,0.0005032616,0.002195068,0.00002509035,0.00001768687,0.001925734,0.00002377726,0.00289371],"genre_scores_gemma":[0.9963543,0.002647993,0.0001636359,0.000151354,0.00004349927,0.000006714281,0.0003878085,0.000003869752,0.0002408094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007871108,"threshold_uncertainty_score":0.01565063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133515804036039,"score_gpt":0.2967599062626967,"score_spread":0.2854247482223363,"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."}}