{"id":"W4416668874","doi":"10.1007/s00431-025-06659-8","title":"Beyond the seizure: the role of post-event observation in febrile seizure management","year":2025,"lang":"en","type":"article","venue":"European Journal of Pediatrics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Ben-Gurion University of the Negev","keywords":"Febrile seizure; Epilepsy; Febrile convulsions; El Niño; Neurological disorder; Central nervous system disease","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":[0.002776497,0.000315494,0.0006892321,0.0008978392,0.0003807409,0.001292913,0.0006378784,0.0005370887,0.0008585807],"category_scores_gemma":[0.01462684,0.0001387406,0.0004418603,0.000931845,0.0003379976,0.001894133,0.0005780185,0.001037255,0.0001611937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265474,"about_ca_system_score_gemma":0.002218516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006286014,"about_ca_topic_score_gemma":0.01071186,"domain_scores_codex":[0.998691,0.0006159995,0.0002232044,0.0001114537,0.0002491065,0.0001092787],"domain_scores_gemma":[0.9886467,0.004556043,0.003826516,0.0003402422,0.001340286,0.001290187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004581343,0.0001977729,0.8361377,0.0003242824,0.00007878236,0.0006441421,0.0003306592,0.0003567772,0.0002123042,0.0001307442,0.001142535,0.1599862],"study_design_scores_gemma":[0.00005526222,0.001610583,0.9855382,0.00133895,0.000162595,0.002574112,0.001399807,0.002547415,0.0002797418,0.0003925068,0.004049654,0.000051191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267889,0.05380617,0.004103174,0.008427509,0.0005447782,0.0001834336,0.000318585,0.0001001791,0.005727329],"genre_scores_gemma":[0.9836676,0.01235463,0.002612559,0.0003950039,0.0005097865,0.00005678097,0.0001914383,0.00001175679,0.0002004841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006286014,"threshold_uncertainty_score":0.01468372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109472080601319,"score_gpt":0.2652130776799339,"score_spread":0.254265869619802,"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."}}