{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002505098,0.0006018047,0.00147455,0.0005605328,0.0005108903,0.002708134,0.001085571,0.002478116,0.01708803],"category_scores_gemma":[0.003105199,0.000301616,0.0009648504,0.0004592273,0.001639067,0.005922804,0.001073327,0.006244726,0.007128769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007589159,"about_ca_system_score_gemma":0.001466361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007018162,"about_ca_topic_score_gemma":0.002089229,"domain_scores_codex":[0.9992372,0.0002291455,0.00008358386,0.0001023715,0.0002563532,0.00009136501],"domain_scores_gemma":[0.9973047,0.001007457,0.0003966075,0.00016142,0.0008654256,0.000264438],"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":[0.0009612484,0.0005655421,0.0009143649,0.007525745,0.0002344421,0.001032838,0.0003570897,0.0003417468,0.01902408,0.03037041,0.1256424,0.8130302],"study_design_scores_gemma":[0.0004051214,0.00128869,0.001170853,0.003137941,0.0002771464,0.001856096,0.0005337453,0.0003090659,0.005780183,0.02163695,0.9635276,0.0000765021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009046567,0.8350861,0.005228569,0.1285386,0.005216026,0.0001071363,0.0005421075,0.0003782958,0.01585664],"genre_scores_gemma":[0.05732486,0.8254859,0.01029351,0.08084726,0.006704628,0.0002433567,0.0007623375,0.000163208,0.01817488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01708803,"threshold_uncertainty_score":0.05716515,"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."}}