{"id":"W3010973186","doi":"10.1111/epi.16450","title":"Repurposed molecules for antiepileptogenesis: Missing an opportunity to prevent epilepsy?","year":2020,"lang":"en","type":"review","venue":"Epilepsia","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Epilepsy; Levetiracetam; Tiagabine; Gabapentin; Traumatic brain injury; Pregabalin; Epileptogenesis; Perampanel; Anticonvulsant; Topiramate; Lamotrigine; Vigabatrin; Pharmacology; Anesthesia; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006324053,0.0008569104,0.003901422,0.0002200548,0.0002874123,0.00006449237,0.0004026868,0.0004291972,0.0002921563],"category_scores_gemma":[0.001932613,0.0006341854,0.001200301,0.0004860513,0.00009359782,0.00008059658,0.0002496535,0.0005549153,0.00009265932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207611,"about_ca_system_score_gemma":0.0007802796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006832837,"about_ca_topic_score_gemma":0.000001146969,"domain_scores_codex":[0.9962433,0.0003784292,0.001075403,0.001203283,0.0003870894,0.0007125237],"domain_scores_gemma":[0.99631,0.0004924164,0.0004426487,0.0006463894,0.0001549919,0.001953529],"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":[0.0001429133,0.000645262,0.000005647822,0.01332273,0.0006985423,0.0003112928,0.00007103505,6.555915e-7,0.0001478171,0.00008531734,0.01742399,0.9671448],"study_design_scores_gemma":[0.0005459684,0.002179038,0.00004451066,0.007549373,0.003500453,0.00007949517,0.00002008783,0.00007066032,0.0001691294,0.00006029708,0.9851261,0.0006548543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008879162,0.9878177,0.00115137,0.001775389,0.0004942903,0.007111498,0.0003233755,0.0003149086,0.0009226765],"genre_scores_gemma":[0.00009758965,0.9874822,0.00485186,0.004250231,0.00115049,0.001167052,0.000435442,0.0001620102,0.0004030619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9677022,"threshold_uncertainty_score":0.999611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526385806371304,"score_gpt":0.4278326313591844,"score_spread":0.275194050722054,"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."}}