{"id":"W4298111563","doi":"10.1111/bpa.13121","title":"Epilepsy‐associated death in the Southwestern Ontario: A clinicopathological correlation study","year":2022,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Epilepsy Research Program of the Ontario Brain Institute; London Health Sciences Centre; Schulich School of Medicine and Dentistry, Western University; Western University; Schulich School of Medicine and Dentistry; Ontario Brain Institute; Canadian Institutes of Health Research; Lawson Health Research Institute","keywords":"Coroner; Neuropathology; Epilepsy; Medicine; Cause of death; Pathological; Incidence (geometry); Cohort; Autopsy; Pediatrics; Retrospective cohort study; Internal medicine; Psychiatry; Emergency medicine; Poison control; Injury prevention; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002479308,0.0001490563,0.0003535168,0.0001500291,0.0002359714,0.00001326624,0.0001931443,0.000088343,0.0005426949],"category_scores_gemma":[0.0005826337,0.0001012386,0.0001059916,0.0002880988,0.00006505731,0.00002690761,0.0001732309,0.000921957,0.00007278849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003643274,"about_ca_system_score_gemma":0.0002087552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709824,"about_ca_topic_score_gemma":0.01645313,"domain_scores_codex":[0.9964674,0.001903798,0.0003780719,0.0004107467,0.0004293937,0.0004105509],"domain_scores_gemma":[0.9987132,0.0006826206,0.0001020487,0.0003904761,0.00003546228,0.00007617518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003823978,0.003834218,0.9747596,0.000002020517,0.00002230394,0.01000537,0.009810031,0.00002207316,0.00003451974,0.0001156556,0.0004281344,0.0005837074],"study_design_scores_gemma":[0.004680791,0.007264323,0.9820938,0.000005080648,0.00004994979,0.0007719631,0.003804152,0.00005549292,7.255106e-7,0.0004926759,0.0006968016,0.0000842369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938103,0.00005858631,0.00003248333,0.002519618,0.0001514581,0.001446467,0.00001961725,0.00004707092,0.001914428],"genre_scores_gemma":[0.9950985,0.000002838265,0.00005241355,0.002426639,0.00003435314,0.0006825416,0.0001620386,0.00001417528,0.001526547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0147433,"threshold_uncertainty_score":0.918123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05986662541595549,"score_gpt":0.344645799315172,"score_spread":0.2847791738992165,"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."}}