{"id":"W4416203419","doi":"10.1177/15357597251395592","title":"In the Quest for Answers: Exploring Circumstances Around Pediatric SUDEP","year":2025,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Pediatric epilepsy; Etiology; Cause of death; Retrospective cohort study; Sudden death; Epilepsy syndromes; Epilepsy in children","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617618,0.0004544058,0.0004812204,0.001876603,0.00178222,0.002186591,0.0007643863,0.001943135,0.002398979],"category_scores_gemma":[0.006645512,0.0003665006,0.0003671605,0.001763877,0.001601791,0.006022434,0.001461659,0.002612224,0.0005667034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008332621,"about_ca_system_score_gemma":0.001398034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003505542,"about_ca_topic_score_gemma":0.006578105,"domain_scores_codex":[0.999106,0.0003442698,0.0001424647,0.0001052759,0.0001177206,0.0001843777],"domain_scores_gemma":[0.9971204,0.0009071029,0.001129749,0.0001090276,0.0003096882,0.0004241604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007226026,0.00008340552,0.7880052,0.0002691678,0.00005788003,0.1476441,0.006746606,0.0001858511,0.0004673825,0.00237732,0.01101242,0.04307838],"study_design_scores_gemma":[0.00002278814,0.0001639754,0.2095821,0.001805965,0.0001178687,0.6183705,0.1159549,0.000842752,0.0006075513,0.00935305,0.04305202,0.0001263744],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619834,0.04714755,0.003676075,0.06836027,0.001135294,0.0001427281,0.0006130655,0.00009841229,0.01684324],"genre_scores_gemma":[0.9670847,0.02258902,0.002611946,0.005190704,0.001170454,0.0000450087,0.0003125117,0.00002661835,0.0009689304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003505542,"threshold_uncertainty_score":0.008554935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07672358779652698,"score_gpt":0.3757238568131779,"score_spread":0.2990002690166509,"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."}}