{"id":"W3204271022","doi":"10.1016/j.pediatrneurol.2021.09.017","title":"Epilepsy Management in Tuberous Sclerosis Complex: Existing and Evolving Therapies and Future Considerations","year":2021,"lang":"en","type":"review","venue":"Pediatric Neurology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hospital for Sick Children; Western University","funders":"","keywords":"Tuberous sclerosis; Epileptogenesis; Epilepsy; Vigabatrin; Medicine; Neuroscience; Psychology; Psychiatry; Anticonvulsant","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":[0.00104857,0.000820977,0.002481218,0.001764104,0.0002911415,0.001658938,0.001112251,0.001327364,0.004274962],"category_scores_gemma":[0.001640177,0.0002490458,0.0009707248,0.001948891,0.0004909842,0.001751344,0.0007529057,0.002197931,0.001140581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007498633,"about_ca_system_score_gemma":0.001847066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721133,"about_ca_topic_score_gemma":0.005389018,"domain_scores_codex":[0.9997008,0.00007020576,0.00006215895,0.00005496673,0.00007883584,0.0000330029],"domain_scores_gemma":[0.999094,0.0005473716,0.0001257249,0.00001431646,0.0001689737,0.00004954725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002136863,0.00007182791,0.0002954813,0.03732071,0.0003013086,0.0002832679,0.00006095985,0.0005026532,0.0006374227,0.002449874,0.02644856,0.9314143],"study_design_scores_gemma":[0.0001895264,0.0002933975,0.002208271,0.04091853,0.001479247,0.002528731,0.0002692768,0.0004139163,0.0002922468,0.004874669,0.946472,0.00006009626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004424033,0.999355,0.00003959608,0.0002536612,0.00008005115,0.000001569482,0.000009749056,0.000002926991,0.0002131365],"genre_scores_gemma":[0.0004437348,0.998903,0.000128341,0.0002324989,0.0001582614,0.000003438046,0.00001725705,8.260135e-7,0.0001126664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004274962,"threshold_uncertainty_score":0.01430118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165468085340213,"score_gpt":0.3656299592589212,"score_spread":0.2001618739187082,"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."}}