{"id":"W2889382564","doi":"10.1111/epi.14544","title":"Phase‐amplitude coupling between interictal high‐frequency activity and slow waves in epilepsy surgery","year":2018,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Children's Hospital of Michigan; National Institute of Neurological Disorders and Stroke; Michigan State University; National Institutes of Health; Wayne State University","keywords":"Electrocorticography; Ictal; Epilepsy surgery; Logistic regression; Receiver operating characteristic; Epilepsy; Medicine; Internal medicine; Area under the curve; Cardiology; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.0006131926,0.0002953444,0.0007332553,0.0003421497,0.0001386932,0.0000542835,0.0001034351,0.0001523753,0.0002914592],"category_scores_gemma":[0.0003094681,0.0002516429,0.0001253207,0.0003682906,0.0003678685,0.000232165,0.0001059647,0.000394235,0.0001384039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010946,"about_ca_system_score_gemma":0.0001852576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006942779,"about_ca_topic_score_gemma":0.00008998741,"domain_scores_codex":[0.9978367,0.00008143769,0.0004198122,0.0005766442,0.000380932,0.0007044409],"domain_scores_gemma":[0.9983259,0.0005989153,0.0001057566,0.0004383179,0.000104672,0.0004263745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004711807,0.0008307611,0.9569351,0.00009292591,0.0001621432,0.0003117559,0.0002190444,1.157047e-7,0.01094192,0.0001895155,0.0005509584,0.02929455],"study_design_scores_gemma":[0.003387296,0.001509504,0.9849053,0.0002820345,0.0000651978,0.00004552485,0.00005331741,0.0002027312,0.008534834,0.0004938063,0.0002783024,0.0002421518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963285,0.0002902661,0.0004273642,0.001015423,0.0001901226,0.0005052172,0.00005258964,0.00009401802,0.001096475],"genre_scores_gemma":[0.997677,0.0002331892,0.0009547272,0.00008559208,0.0006650711,0.00006080488,0.00009581909,0.00004226614,0.0001855866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0290524,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04177778443337939,"score_gpt":0.3396624794027219,"score_spread":0.2978846949693425,"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."}}