{"id":"W1991595649","doi":"10.1016/j.seizure.2005.01.002","title":"Intravenous valproate as an innovative therapy in seizure emergency situations including status epilepticus—experience in 102 adult patients","year":2005,"lang":"en","type":"article","venue":"Seizure","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Status epilepticus; Phenytoin; Medicine; Anesthesia; Sedation; Epilepsy; Adverse effect; Intensive care medicine; Pharmacology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960955,0.0002685975,0.0003473308,0.0004154526,0.000130333,0.00002170632,0.0001445678,0.0001440325,0.0005657873],"category_scores_gemma":[0.0002859686,0.0002230178,0.00004861092,0.001487663,0.00007493345,0.00038035,0.00006045464,0.0005099024,0.000123959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000473329,"about_ca_system_score_gemma":0.0003104941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088907,"about_ca_topic_score_gemma":0.002124213,"domain_scores_codex":[0.9975471,0.0001425082,0.0005312634,0.0004957178,0.0005360094,0.0007474197],"domain_scores_gemma":[0.9986333,0.00004088759,0.000104878,0.0003798531,0.0005572555,0.0002838685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006449638,0.003425511,0.8085821,0.00002917215,0.00007119177,0.0001891626,0.05127148,0.00006249321,0.001060258,0.0005842838,0.0002330713,0.1338464],"study_design_scores_gemma":[0.008905336,0.003745799,0.9746089,0.0001979057,0.00001329076,0.00001628953,0.004462045,0.0007285963,0.003116092,0.001423454,0.002381299,0.0004009886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942173,0.0002388406,0.00001934959,0.001374647,0.00008940576,0.001229696,0.00003207442,0.00005336017,0.00274528],"genre_scores_gemma":[0.9962903,0.001338442,0.0008465227,0.0004573249,0.000129736,0.0002564539,0.000278634,0.00003588862,0.0003667529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1660268,"threshold_uncertainty_score":0.9094402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199572259239031,"score_gpt":0.3675798338577578,"score_spread":0.3255841112653675,"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."}}