{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799557,0.0003243913,0.0003228102,0.001761565,0.001809805,0.0007595479,0.0005740506,0.0003391193,0.00182983],"category_scores_gemma":[0.001207637,0.0004129187,0.0002489957,0.003256275,0.0006486062,0.0003860524,0.000775443,0.0002250116,0.0002983726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004693819,"about_ca_system_score_gemma":0.005574144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6736109,"about_ca_topic_score_gemma":0.8387079,"domain_scores_codex":[0.9996219,0.00002559159,0.00004948061,0.00007302738,0.0001236499,0.0001063972],"domain_scores_gemma":[0.998795,0.00008130334,0.0004759638,0.00008074644,0.0003691028,0.0001979087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001975382,0.000006145849,0.9980119,0.00001338205,0.000008851473,0.0006991706,0.0003787222,0.00001013555,0.0001489338,0.00001083764,0.0001494404,0.0005427294],"study_design_scores_gemma":[0.000003010588,0.00001499816,0.9978926,0.00001196457,0.00001015324,0.0008128727,0.0007121933,0.00004492619,0.00001946721,0.00001097965,0.0004630209,0.000003902374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99725,0.0004035759,0.0000439089,0.00007937102,0.000006051115,0.00003333774,0.0007936633,0.000003811597,0.001386296],"genre_scores_gemma":[0.9984114,0.0004737422,0.00007604064,0.00004344109,0.00001105694,0.00001827842,0.0006372451,0.000002549024,0.0003262755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3263891,"threshold_uncertainty_score":0.6566226,"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."}}