{"id":"W2106248027","doi":"10.1016/j.yebeh.2013.01.028","title":"A unified approach for detection of induced epileptic seizures in rats using ECoG signals","year":2013,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Schulich School of Medicine and Dentistry; Schulich School of Medicine and Dentistry, Western University","keywords":"Thresholding; Epilepsy; Ictal; Pattern recognition (psychology); Epileptic seizure; Feature (linguistics); Artificial intelligence; Computer science; Electroencephalography; Psychology; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002209565,0.0002029791,0.0003208489,0.0002562203,0.00009332723,0.00007466112,0.0003067802,0.0001415442,0.00005851669],"category_scores_gemma":[0.0001514613,0.0001866208,0.0001141152,0.0003539102,0.00007594193,0.0003239683,0.00006912598,0.0002043241,0.00001270538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000629213,"about_ca_system_score_gemma":0.00004676237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002636263,"about_ca_topic_score_gemma":0.00001714684,"domain_scores_codex":[0.9982303,0.0001708942,0.0004816042,0.000488227,0.0002054785,0.0004234635],"domain_scores_gemma":[0.9991071,0.0002428182,0.0002061803,0.0002784451,0.00007538471,0.00009008533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002652724,0.0002915579,0.001674889,0.00002699358,0.000002352694,0.000004142946,0.0003349197,0.000275963,0.9836087,0.00001947646,0.00002546195,0.01370904],"study_design_scores_gemma":[0.0005069888,0.0002815804,0.01368577,0.00003790405,0.0000251316,0.00002114041,0.0001432264,0.01658773,0.9684051,0.00008299715,0.0000167602,0.0002057026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931189,0.00001376501,0.004945249,0.00002081087,0.0002888714,0.001415198,0.00001344977,0.00005827529,0.0001254504],"genre_scores_gemma":[0.9966587,0.000001792932,0.002660173,0.0001136032,0.000073032,0.0003598833,0.000003135101,0.0000303057,0.00009938778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631176,"threshold_uncertainty_score":0.7610174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07912920645461231,"score_gpt":0.311185874963828,"score_spread":0.2320566685092157,"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."}}