{"id":"W3214413383","doi":"10.1097/wnp.0000000000000872","title":"Sentinel Epileptiform Discharges Activating Two Seizure Networks on Intracranial EEG","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Epilepsy; Scalp; Electroencephalography; Semiology; Epilepsy surgery; Electrocorticography","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":[],"consensus_categories":[],"category_scores_codex":[0.0004404896,0.0001821462,0.0009646657,0.00007192344,0.00008355222,0.00001969467,0.0001320422,0.0001507957,0.0002724112],"category_scores_gemma":[0.002977285,0.0001191757,0.000599371,0.0001853752,0.0001439041,0.00008059949,0.0000933012,0.001749368,0.00005265661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002349825,"about_ca_system_score_gemma":0.0002877694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001945759,"about_ca_topic_score_gemma":9.675673e-7,"domain_scores_codex":[0.9971853,0.0005327517,0.001237973,0.0002947637,0.0003544906,0.0003946624],"domain_scores_gemma":[0.9964547,0.001830896,0.0005570392,0.000297802,0.0004229533,0.0004365926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0291224,0.01287522,0.4148003,0.0002042708,0.002850227,0.05778553,0.00009262969,0.002468395,0.1332409,0.001122322,0.01019736,0.3352405],"study_design_scores_gemma":[0.008026754,0.006519691,0.9767594,0.0002152331,0.0001412355,0.001276931,0.0000383994,0.002573467,0.0008825161,0.0005540798,0.002866975,0.0001452593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917251,0.00008868475,0.000129247,0.006147655,0.000993362,0.0001006114,0.000002870385,0.0000134941,0.0007989656],"genre_scores_gemma":[0.9912657,0.001047959,0.0007453339,0.003011225,0.00360327,0.000002099301,0.0000114648,0.00002754964,0.0002854649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5619592,"threshold_uncertainty_score":0.7600231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764644271706199,"score_gpt":0.4172203429842781,"score_spread":0.3595739002672161,"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."}}