{"id":"W4417435815","doi":"10.3390/children12121709","title":"Status Epilepsy Syndromes Made Easy: Pediatric Perspectives","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Status epilepticus; Epilepsy; Ketogenic diet; Etiology; Epilepsy syndromes; Refractory (planetary science); Autoimmune encephalitis; Plasmapheresis","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":[0.0003991684,0.0006240535,0.0008485577,0.001765025,0.000449281,0.001305941,0.0004358547,0.001185924,0.007604693],"category_scores_gemma":[0.002016555,0.0002130567,0.0005471814,0.00180552,0.0005833833,0.002625187,0.000850451,0.002810982,0.001442777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006630525,"about_ca_system_score_gemma":0.001160976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666327,"about_ca_topic_score_gemma":0.001648122,"domain_scores_codex":[0.9996992,0.00006647515,0.00005690884,0.00006035524,0.0000671371,0.0000498922],"domain_scores_gemma":[0.9991882,0.0003870074,0.0001574198,0.00001549035,0.0001523257,0.00009939817],"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":[0.0002424377,0.00009916358,0.01920759,0.01588407,0.0002972794,0.04441563,0.001208182,0.0004169034,0.001050639,0.02222094,0.1913164,0.7036408],"study_design_scores_gemma":[0.00004868642,0.00009830933,0.01430372,0.01849471,0.0003174723,0.2262739,0.001915131,0.0001609227,0.0003871802,0.0132051,0.7247356,0.00005923388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002997152,0.9680324,0.0005871628,0.0151975,0.001692687,0.00001125089,0.0002963139,0.00004214437,0.01114347],"genre_scores_gemma":[0.02740148,0.9609627,0.0007581917,0.005160999,0.004033109,0.00001653591,0.000297908,0.00001594643,0.001353119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007604693,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268286039774826,"score_gpt":0.3027120721523165,"score_spread":0.2900292117545683,"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."}}