{"id":"W2103487664","doi":"10.1016/j.pediatrneurol.2011.01.006","title":"Topiramate for the Treatment of Neonatal Seizures","year":2011,"lang":"en","type":"article","venue":"Pediatric Neurology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"National Center for Research Resources; National Institute of Neurological Disorders and Stroke","keywords":"Topiramate; Discontinuation; Medicine; Phenytoin; Phenobarbital; Pediatrics; Epilepsy; Refractory (planetary science); Anesthesia; Neuroprotection; Population; Anticonvulsant; Pharmacology; Internal 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":[0.0001613344,0.0003511181,0.0004984888,0.0002569114,0.0002262941,0.0001503396,0.0004611307,0.0003583962,0.001498753],"category_scores_gemma":[0.0004149839,0.00006740063,0.0003370644,0.0002120115,0.000147931,0.0001688449,0.0001455211,0.001219003,0.0003720309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910206,"about_ca_system_score_gemma":0.0004863293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042004,"about_ca_topic_score_gemma":0.002671477,"domain_scores_codex":[0.9999325,0.00002193788,0.000007802106,0.000006420347,0.00001756582,0.00001377952],"domain_scores_gemma":[0.9999216,0.00002679451,0.00001660789,0.000006200023,0.000008077382,0.00002076511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006156388,0.0006200331,0.005105636,0.001475303,0.0006332328,0.02399802,0.0001331796,0.001547774,0.03758562,0.003188575,0.01578097,0.9037753],"study_design_scores_gemma":[0.01883017,0.02537062,0.1710105,0.00185205,0.002187916,0.2897656,0.0004804737,0.008155656,0.1083434,0.008186229,0.3656085,0.0002089187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6322565,0.2834753,0.005895594,0.009597103,0.001255632,0.0002400707,0.0007825972,0.0005117432,0.06598552],"genre_scores_gemma":[0.9006227,0.08784004,0.003255431,0.001236819,0.0003887598,0.00006545093,0.0003390487,0.00003812399,0.006213582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001498753,"threshold_uncertainty_score":0.005013824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509627854018404,"score_gpt":0.2617593713398952,"score_spread":0.2266630927997112,"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."}}