{"id":"W4394823842","doi":"10.1016/j.seizure.2024.04.005","title":"Predictors for and use of rescue medication in adults with epilepsy: A multicentre cross-sectional study from Germany","year":2024,"lang":"en","type":"article","venue":"Seizure","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"UCB Pharma; Desitin Arzneimittel; Jazz Pharmaceuticals; Eisai; Zogenix; Deutsche Forschungsgemeinschaft; Angelini Pharma; European Commission; GW Pharmaceuticals; Goethe-Universität Frankfurt am Main; Arvelle Therapeutics; Marinus Pharmaceuticals; Bundesministerium für Bildung und Forschung; Biogen","keywords":"Epilepsy; Medicine; Lorazepam; Status epilepticus; Benzodiazepine; Adverse effect; Midazolam; Medical prescription; Diazepam; Emergency medicine; Pediatrics; Anesthesia; Psychiatry; Internal medicine; Sedation; Pharmacology","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":[0.0005089532,0.0002143567,0.0003486629,0.0007628346,0.0002736345,0.0005266638,0.0002296063,0.0004573617,0.001273112],"category_scores_gemma":[0.0008744132,0.0002424912,0.0003768775,0.0009247728,0.0001929091,0.0003627204,0.0003565086,0.0002842796,0.0002380087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109737,"about_ca_system_score_gemma":0.0002787359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008063372,"about_ca_topic_score_gemma":0.009598427,"domain_scores_codex":[0.9996946,0.00006083551,0.00005650223,0.0000586333,0.00006337716,0.0000660299],"domain_scores_gemma":[0.9994103,0.00008500305,0.0002911845,0.00002975278,0.0000557954,0.0001280562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003038526,0.00002757929,0.9991193,0.000008993649,0.00002279756,0.00006481415,0.000105161,0.00001149601,0.00008675375,0.000004416635,0.0000557798,0.0004624996],"study_design_scores_gemma":[0.000002700163,0.00005468878,0.9994598,0.000004191944,0.00001101515,0.0001210142,0.0002094894,0.00003877183,0.00001264848,0.000001695263,0.00008246647,0.000001579547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994491,0.0001225719,0.00001578137,0.0000232101,0.000002443188,0.000006615293,0.0002305205,8.826937e-7,0.0001488599],"genre_scores_gemma":[0.9995323,0.0001121532,0.00003358281,0.00003532556,0.000003428872,0.000007102464,0.0002094743,5.684879e-7,0.00006597802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008063372,"threshold_uncertainty_score":0.01603287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216739429412437,"score_gpt":0.3273221257056312,"score_spread":0.3051547314115069,"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."}}