{"id":"W2549027618","doi":"10.15844/pedneurbriefs-30-11-3","title":"Predicting and Preventing Epilepsy in Sturge-Weber Syndrome?","year":2016,"lang":"en","type":"letter","venue":"Pediatric Neurology Briefs","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Sturge–Weber syndrome; Epilepsy; Psychology; Epilepsy syndromes; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006988305,0.0003070954,0.0005567404,0.0006439933,0.0007395374,0.000788754,0.00050065,0.004048922,0.001185328],"category_scores_gemma":[0.007147193,0.0001721188,0.0003916316,0.0005185883,0.0005139394,0.0006904809,0.0002518551,0.002962501,0.0004449952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561155,"about_ca_system_score_gemma":0.002524392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02614174,"about_ca_topic_score_gemma":0.04791805,"domain_scores_codex":[0.9995897,0.0001418545,0.00005341444,0.0000396081,0.00008672716,0.00008869912],"domain_scores_gemma":[0.9982246,0.0007158724,0.0002162868,0.00004248887,0.0003427585,0.0004580902],"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":[0.000616221,0.000340554,0.6815929,0.0001557517,0.0001452228,0.01677981,0.000372639,0.0005343158,0.0009308698,0.001467992,0.1780436,0.1190202],"study_design_scores_gemma":[0.001677737,0.001354978,0.7388094,0.002769901,0.0008261739,0.05196385,0.003588999,0.005676188,0.001961546,0.01505258,0.1760486,0.0002700375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1328202,0.03278363,0.0003387092,0.8168699,0.004536119,0.00003179764,0.0003060278,0.00008163853,0.01223199],"genre_scores_gemma":[0.7864658,0.0222168,0.001326201,0.1505805,0.03544005,0.00004715741,0.0002356142,0.00002252276,0.003665328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02614174,"threshold_uncertainty_score":0.05197912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009598081616022274,"score_gpt":0.2270333745341371,"score_spread":0.2174352929181148,"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."}}