{"id":"W2606614304","doi":"10.23907/2015.006","title":"Sudden Unexpected Death in Epilepsy (SUDEP) and Certification","year":2015,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Epilepsy; Medicine; Forensic pathology; Autopsy; Cause of death; Sudden death; Medical examiner; Disease; Incidence (geometry); Pediatrics; Intensive care medicine; Medical emergency; Psychiatry; Poison control; Injury prevention; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003862983,0.0001310907,0.0002971987,0.000205869,0.00002526008,0.000003838625,0.00006754982,0.000277978,0.00001521902],"category_scores_gemma":[0.0005307481,0.0001072539,0.00002889641,0.0002098482,0.0001805562,0.00006409534,0.00005859709,0.0005096992,0.00008851366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234784,"about_ca_system_score_gemma":0.0001308504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001058755,"about_ca_topic_score_gemma":0.00004223498,"domain_scores_codex":[0.9987034,0.0001172351,0.0002741418,0.0003384263,0.0001890978,0.000377667],"domain_scores_gemma":[0.9992452,0.00008720962,0.00005654865,0.000244586,0.00008237611,0.0002841378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002810704,0.00006443242,0.9773079,0.00001537192,0.00002126918,0.0006735937,0.0008642028,9.356888e-7,0.004080935,0.001936288,0.002039189,0.0127148],"study_design_scores_gemma":[0.003513807,0.0006792764,0.981353,0.00005566526,0.00004541362,0.001209299,0.0003815003,0.0002484354,0.002853382,0.00821777,0.001310561,0.000131887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918336,0.002064482,0.00005266057,0.003495104,0.00009165069,0.0003784906,0.000006061079,0.00005563449,0.002022342],"genre_scores_gemma":[0.997648,0.000467323,0.0008724212,0.0003891829,0.00009800198,0.00006833956,0.00008534639,0.0000167894,0.0003545838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258291,"threshold_uncertainty_score":0.4373686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07852812925881082,"score_gpt":0.3494347217383709,"score_spread":0.2709065924795601,"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."}}