{"id":"W2804714363","doi":"10.1111/epi.14195","title":"Resolving ambiguities in SUDEP classification","year":2018,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Office of the Chief Medical Examiner","funders":"Lundbeckfonden; GW Pharmaceuticals; Finding A Cure for Epilepsy and Seizures","keywords":"Medical examiner; Epilepsy; Medicine; Judgement; Cause of death; Comorbidity; Psychiatry; Medical emergency; Pediatrics; Injury prevention; Poison control; Pathology; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2512483,0.000515715,0.000859396,0.008141511,0.002697986,0.004584022,0.004013353,0.00180401,0.0008246758],"category_scores_gemma":[0.5474432,0.000605787,0.0007110799,0.004943419,0.003756477,0.004746035,0.006287482,0.001718416,0.0003207826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092193,"about_ca_system_score_gemma":0.003214917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005385891,"about_ca_topic_score_gemma":0.006895516,"domain_scores_codex":[0.7792229,0.1362772,0.0422457,0.01358169,0.02577102,0.002901561],"domain_scores_gemma":[0.454091,0.3193878,0.08753937,0.04491545,0.09143091,0.002635538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003423743,0.00007083391,0.901559,0.0006159233,0.00029208,0.0009685565,0.01484882,0.001137345,0.0007427919,0.003533831,0.003362758,0.07252564],"study_design_scores_gemma":[0.0001562682,0.0005172988,0.8476249,0.004856786,0.0004704527,0.007302412,0.04026852,0.02938913,0.006218853,0.03170839,0.03114167,0.0003452477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141573,0.006286853,0.06070054,0.007356974,0.001035376,0.001162484,0.0009046984,0.0001635506,0.008232214],"genre_scores_gemma":[0.9638491,0.0005243832,0.0326407,0.001376284,0.0003621529,0.0002929181,0.0006705372,0.00004425634,0.0002396951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512483,"threshold_uncertainty_score":0.9233441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167195717156248,"score_gpt":0.3485500185078078,"score_spread":0.2968780613362453,"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."}}