{"id":"W4413413995","doi":"10.1111/epi.18605","title":"Standard complete blood count to predict long‐term outcomes in febrile infection–related epilepsy syndrome (FIRES): A multicenter study","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"National Institute on Aging; Raymond and Beverly Sackler Institute for Biological, Physical and Engineering Sciences, Yale University; Yale University","keywords":"Medicine; Internal medicine; Complete blood count; Absolute neutrophil count; Pediatrics; Neutropenia","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":[0.003982258,0.0006613882,0.000562962,0.0005507575,0.0002889432,0.0006723535,0.0005176814,0.000474071,0.0005685745],"category_scores_gemma":[0.00669383,0.0002442473,0.0005959569,0.0005450165,0.0003018616,0.0005971395,0.000483663,0.0004170833,0.0001832669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003408196,"about_ca_system_score_gemma":0.0004498104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810341,"about_ca_topic_score_gemma":0.001576329,"domain_scores_codex":[0.9987448,0.0005626086,0.0001222878,0.000302227,0.0001810621,0.00008692111],"domain_scores_gemma":[0.9954384,0.001069233,0.001935036,0.0004929239,0.0005354699,0.0005289327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007243821,0.00004343761,0.997431,0.000006430222,0.000141823,0.0000284129,0.00002224576,0.0001204114,0.000106947,0.000005402107,0.00005835115,0.001311185],"study_design_scores_gemma":[0.0001149062,0.0008098794,0.9967225,0.00001186839,0.0001017076,0.0002441903,0.00006204343,0.001639804,0.0001235227,0.00001846549,0.0001445939,0.000006484871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993798,0.0001604203,0.0001395594,0.00002421466,0.000004609574,0.00001233652,0.000185083,0.000003083427,0.00009087279],"genre_scores_gemma":[0.999366,0.00005139754,0.0001267827,0.00001846692,0.00001266671,0.00001397097,0.000380547,0.000001974484,0.00002836899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003982258,"threshold_uncertainty_score":0.02106047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111097961463401,"score_gpt":0.3288574831287068,"score_spread":0.3077465035140728,"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."}}