{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628262,0.0004043441,0.0001983226,0.0004460251,0.00009664564,0.0003429039,0.0002050775,0.0002175274,0.001012619],"category_scores_gemma":[0.00474811,0.0001482986,0.0002638346,0.0002574589,0.000183502,0.0002989644,0.0002931659,0.0002391584,0.0001904175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461218,"about_ca_system_score_gemma":0.0002135253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108235,"about_ca_topic_score_gemma":0.001444071,"domain_scores_codex":[0.9998366,0.00007032923,0.00001958357,0.00002906395,0.00002461507,0.00001981577],"domain_scores_gemma":[0.9977794,0.001048331,0.0008254501,0.00008923374,0.0001216272,0.0001358221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002665316,0.00001932697,0.9940135,0.000008800127,0.00003971269,0.00005412217,0.00001392251,0.001008713,0.0005455651,0.00001611099,0.00004401734,0.0039697],"study_design_scores_gemma":[0.00001337604,0.0002867235,0.977378,0.00000769375,0.00003937444,0.000311176,0.00004404908,0.02118655,0.0004877237,0.0001529039,0.00008661912,0.000005872594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991541,0.0001122689,0.0005050011,0.00003638646,0.00000320845,0.00000321694,0.00005167855,0.000004194629,0.0001300043],"genre_scores_gemma":[0.9997455,0.00002894974,0.000118775,0.000003496869,0.000004896496,0.000002102521,0.00004899829,7.438047e-7,0.00004650999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00108235,"threshold_uncertainty_score":0.004034221,"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."}}