{"id":"W2888893987","doi":"10.1111/epi.14546","title":"Dead in the water: Epilepsy‐related drowning or <scp>sudden unexpected death in epilepsy</scp>?","year":2018,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Finding A Cure for Epilepsy and Seizures","keywords":"Epilepsy; Medicine; Sudden death; Anesthesia; Psychiatry; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001627941,0.0005661841,0.0009017713,0.0007783452,0.0002778737,0.0001086369,0.0006054149,0.0003845669,0.001042216],"category_scores_gemma":[0.001067312,0.0002852614,0.0002328275,0.001511334,0.0003589953,0.0002562228,0.0001899989,0.001129174,0.002045218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717541,"about_ca_system_score_gemma":0.0003124005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000848218,"about_ca_topic_score_gemma":0.0009835835,"domain_scores_codex":[0.9945945,0.0006800996,0.00105706,0.0009280346,0.0009541597,0.001786168],"domain_scores_gemma":[0.9971274,0.0009768408,0.0001405468,0.001133314,0.0001998572,0.0004220403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005304472,0.001222488,0.9710264,0.00007554172,0.0002168491,0.003661521,0.009617384,0.000006740835,0.002509483,0.00112097,0.006270884,0.003741252],"study_design_scores_gemma":[0.008399975,0.002830497,0.9574635,0.0005338503,0.000123364,0.0005656347,0.002583778,0.0009432851,0.00786127,0.001718338,0.016715,0.0002615066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679518,0.000380278,0.00004287145,0.002381871,0.0002798821,0.001684069,0.00001684768,0.0001915439,0.02707089],"genre_scores_gemma":[0.9924351,0.0002546589,0.0007115326,0.0007763685,0.0004089248,0.0003707068,0.0002367886,0.00009537075,0.004710533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448337,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179609919345624,"score_gpt":0.3133647625351017,"score_spread":0.2815686633416455,"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."}}