{"id":"W1966123397","doi":"10.1212/01.wnl.0000149527.47600.5a","title":"Efficacy of rapid IV administration of valproic acid for status epilepticus","year":2005,"lang":"en","type":"review","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Status epilepticus; Valproic Acid; Medicine; Food and drug administration; Anticonvulsant; Drug; Pharmacology; Epilepsy; Internal medicine; Anesthesia; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001728204,0.0002532928,0.001710727,0.00018064,0.00002003169,0.00000258502,0.0001117688,0.0003231312,0.0001797764],"category_scores_gemma":[0.0003777726,0.0001875027,0.0005379429,0.0001478561,0.0001409501,0.00001751555,0.0000313401,0.0003244488,0.00002955734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003085659,"about_ca_system_score_gemma":0.0008270671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000617988,"about_ca_topic_score_gemma":0.000009112602,"domain_scores_codex":[0.9981149,0.0001886673,0.000715994,0.0003656591,0.0002112113,0.0004035191],"domain_scores_gemma":[0.9981657,0.0006548057,0.0004059276,0.0004652932,0.0001278703,0.0001804491],"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":[0.002038053,0.0006751062,0.00005647065,0.0081149,0.0003095643,0.00006066224,0.00001067074,1.321649e-7,0.00001763026,0.0001044126,0.0003093859,0.988303],"study_design_scores_gemma":[0.002809176,0.0233335,0.000611128,0.0005905653,0.001386289,0.0001852967,6.473202e-7,0.00000469609,0.0000978302,0.0000177842,0.9708658,0.00009723402],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001607393,0.9945801,0.0000178607,0.0002335051,0.000126006,0.002608994,0.0001702586,0.00001907008,0.0006367734],"genre_scores_gemma":[0.005082776,0.9933481,0.0003705935,0.00005852152,0.0002335296,0.0002549452,0.0005087183,0.00004284653,0.00009996221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9882058,"threshold_uncertainty_score":0.7646139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07608496476368012,"score_gpt":0.4036178224550286,"score_spread":0.3275328576913485,"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."}}