{"id":"W4390948860","doi":"10.1080/14737175.2024.2305813","title":"A proposal for a shared therapeutic algorithm in children with prolonged convulsive seizures and status epilepticus","year":2024,"lang":"en","type":"editorial","venue":"Expert Review of Neurotherapeutics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Status epilepticus; Epilepsy; Medicine; Psychology; Anesthesia; Pediatrics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003199108,0.0006216051,0.001563775,0.0002398812,0.00004626207,0.00005558654,0.0001825878,0.0003492097,0.00004116941],"category_scores_gemma":[0.0002003067,0.0003960176,0.0002399549,0.0003129857,0.0002185175,0.00006062177,0.00006301096,0.0008987867,0.000006187533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471836,"about_ca_system_score_gemma":0.001889264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006265714,"about_ca_topic_score_gemma":0.00002618768,"domain_scores_codex":[0.9966928,0.0002130442,0.0006921673,0.0008250781,0.0009208306,0.0006560323],"domain_scores_gemma":[0.9980075,0.0004938259,0.0002502249,0.0005590728,0.0004477798,0.0002416256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002965081,0.002007007,0.003010738,0.05014867,0.005875915,0.0006408826,0.00136116,1.80496e-7,0.0003065202,0.00007955061,0.5396268,0.3939774],"study_design_scores_gemma":[0.006917786,0.01108943,0.0009790745,0.02885152,0.001312616,0.0002197209,0.00003418667,0.0001267504,0.0001967701,0.0001792925,0.9495059,0.000586935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00027318,0.9356793,0.0001432289,0.003376213,0.03902095,0.01965181,0.001664757,0.0001131487,0.0000774707],"genre_scores_gemma":[0.0002172822,0.8654497,0.01189098,0.0021496,0.1124405,0.005053263,0.001694276,0.0004261645,0.0006782941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4098791,"threshold_uncertainty_score":0.9998492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640197796655883,"score_gpt":0.3520247805860386,"score_spread":0.3356228026194798,"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."}}