{"id":"W4396871972","doi":"10.1177/15357597241253414","title":"Are We Doing Enough to Prevent SUDEP?","year":2024,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Psychology; Computer science; Data science","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":[],"consensus_categories":[],"category_scores_codex":[0.000814712,0.0001484893,0.0004112108,0.0003657,0.0004496301,0.0006570601,0.0003097771,0.0006613687,0.001005234],"category_scores_gemma":[0.004477294,0.00012603,0.0003858193,0.0003779496,0.0003097579,0.001137336,0.0003550326,0.0004915984,0.0001186822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003020626,"about_ca_system_score_gemma":0.0006410631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874946,"about_ca_topic_score_gemma":0.003924866,"domain_scores_codex":[0.9996039,0.0001137718,0.00006547077,0.0000545352,0.00007325102,0.00008905704],"domain_scores_gemma":[0.9984475,0.000268591,0.0007102359,0.00004506676,0.0001085776,0.0004199705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009989396,0.00009488477,0.9851752,0.00007469685,0.00007230813,0.0001338117,0.0003223045,0.00002043489,0.00007067766,0.000026169,0.0003567717,0.0135529],"study_design_scores_gemma":[0.000020747,0.0003257824,0.9961516,0.0002349732,0.00006487671,0.0005337715,0.001859591,0.00005819767,0.00003547487,0.00007497027,0.0006321893,0.000007653161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9913688,0.00558742,0.00006163531,0.002100962,0.00004850575,0.00001318031,0.000117928,0.000003262451,0.0006984202],"genre_scores_gemma":[0.9970549,0.002425737,0.00007942833,0.0002554281,0.00005070345,0.00000921894,0.00007435162,6.854362e-7,0.00004946716],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.002874946,"threshold_uncertainty_score":0.005716443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159553026647512,"score_gpt":0.3035106005025319,"score_spread":0.2719150702360568,"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."}}