{"id":"W4367187618","doi":"10.1016/j.yebeh.2023.109221","title":"Neurophysiology, Neuropsychology, and Epilepsy, in 2022: Hills We Have Climbed and Hills Ahead. Neurophysiology in epilepsy","year":2023,"lang":"en","type":"review","venue":"Epilepsy & Behavior","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Concordia University; McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Savoy Foundation; National Institutes of Health; Deutsche Forschungsgemeinschaft; Fondation Neurodis","keywords":"Epilepsy; Neurophysiology; Electroencephalography; Clinical neurophysiology; Neuropsychology; Neuroscience; Psychology; Computer science; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005188753,0.001836414,0.004585886,0.001822829,0.0002471797,0.0002088307,0.001744883,0.001246037,0.0001057782],"category_scores_gemma":[0.0007745039,0.001658443,0.0005960817,0.00166521,0.001574447,0.0003530784,0.001725373,0.003633857,0.0003654009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409411,"about_ca_system_score_gemma":0.0001831142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057807,"about_ca_topic_score_gemma":0.0001460817,"domain_scores_codex":[0.986626,0.003725967,0.002656707,0.004342504,0.0004520569,0.00219672],"domain_scores_gemma":[0.9936168,0.003112524,0.0009905369,0.00167915,0.00005985955,0.0005411705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001859956,0.001431809,0.003693518,0.003589625,0.00004349717,0.007706964,0.0005796996,0.00001542906,0.01574673,0.0002645947,0.001970188,0.9647719],"study_design_scores_gemma":[0.005236623,0.005111893,0.191197,0.0138734,0.001105179,0.003079494,0.0001633018,0.000336273,0.0003555162,0.0007743796,0.772817,0.005949966],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5766085,0.4106701,0.000002668106,0.0006309733,0.005651795,0.004694406,0.001061084,0.0005128671,0.0001675601],"genre_scores_gemma":[0.01254911,0.9834713,0.00006795351,0.001323954,0.0004906,0.0009538418,0.0001401981,0.0004006611,0.0006023504],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.958822,"threshold_uncertainty_score":0.999438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07569231362009271,"score_gpt":0.3626479714262096,"score_spread":0.2869556578061169,"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."}}