{"id":"W2036398344","doi":"10.1111/dmcn.12627","title":"Dravet syndrome, lamotrigine, and personalized medicine","year":2014,"lang":"en","type":"letter","venue":"Developmental Medicine & Child Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Lamotrigine; Dravet syndrome; Medicine; Psychiatry; Epilepsy; Family medicine","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":[0.00253944,0.0007556165,0.001455356,0.0008939378,0.003315097,0.002934685,0.002419165,0.04206055,0.006505869],"category_scores_gemma":[0.0202001,0.000497544,0.001162599,0.001008605,0.002866748,0.004131529,0.001238562,0.02988644,0.004148379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003879772,"about_ca_system_score_gemma":0.003296341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005125085,"about_ca_topic_score_gemma":0.008752331,"domain_scores_codex":[0.9969652,0.001345885,0.0003767821,0.0002837138,0.0007480006,0.0002804157],"domain_scores_gemma":[0.9908806,0.006264463,0.0005666137,0.0002253551,0.001324602,0.0007383425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004546198,0.00002767601,0.0006363656,0.0001124061,0.00003209941,0.006633739,0.0001487785,0.00009390736,0.0001082294,0.00298887,0.976486,0.01268657],"study_design_scores_gemma":[0.0002657176,0.0001063342,0.001753145,0.00161293,0.0001090792,0.03617708,0.0008116653,0.0008237787,0.0002920314,0.02796327,0.9299731,0.0001118104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003171463,0.005321138,0.00007959477,0.9781777,0.01355069,0.000004536789,0.00003080991,0.00001886036,0.002499534],"genre_scores_gemma":[0.00849045,0.008441805,0.0003190218,0.8509119,0.1273439,0.00002581575,0.0000485204,0.00002780447,0.004390783],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04206055,"threshold_uncertainty_score":0.02814984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302460480679909,"score_gpt":0.278260621925562,"score_spread":0.2552360171187629,"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."}}