{"id":"W2234576756","doi":"10.1111/epi.13235","title":"After sudden unexpected death in epilepsy: Lessons learned and the road forward","year":2016,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Epilepsy; Tragedy (event); Anger; Psychiatry; Medicine; Sudden death; Psychology","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":[0.0005060256,0.0002205882,0.000455926,0.0001622248,0.0000823196,0.00003277104,0.000120166,0.0001105465,0.0005520121],"category_scores_gemma":[0.0004100798,0.0001026472,0.0001327392,0.0002320122,0.0003092552,0.000106669,0.0001088342,0.0002383701,0.0002871021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191295,"about_ca_system_score_gemma":0.0001168312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003261617,"about_ca_topic_score_gemma":0.0002265058,"domain_scores_codex":[0.9981181,0.0002290796,0.0003038379,0.000429222,0.0003538104,0.0005659737],"domain_scores_gemma":[0.9986735,0.0003975276,0.00005545587,0.0005346405,0.000068325,0.000270529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00436456,0.0002388656,0.9221516,0.00002947015,0.0001836835,0.0004953282,0.0005734334,1.711512e-7,0.0006273148,0.0064296,0.001321913,0.06358402],"study_design_scores_gemma":[0.01249114,0.0003162173,0.9780762,0.0002149497,0.00007104714,0.00005575074,0.0001088897,0.00005071655,0.0004798299,0.003786631,0.004200522,0.0001481611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397443,0.001394104,0.00009774892,0.05195679,0.00006448007,0.0008132145,0.0000228941,0.00006722083,0.005839255],"genre_scores_gemma":[0.9927027,0.001394105,0.0002200553,0.0004046006,0.000125885,0.0003704349,0.00001052679,0.00003303884,0.004738718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06343586,"threshold_uncertainty_score":0.6044145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482671948980645,"score_gpt":0.3292278635672599,"score_spread":0.2944011440774534,"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."}}