{"id":"W4413739922","doi":"10.71117/jnnp.2024.1104","title":"Cognitive Impairment of Temporal Lobe Epilepsy and Risk Factors","year":2024,"lang":"en","type":"article","venue":"","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Mental Health; Mongolian National University of Medical Sciences","keywords":"Epilepsy; Temporal lobe; Cognitive impairment; Cognition; Psychology; Neuroscience; Cognitive psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003084907,0.0002038205,0.0002356073,0.0007852539,0.0003060318,0.000392412,0.00015714,0.0002060557,0.001930876],"category_scores_gemma":[0.001422695,0.00007824045,0.0003210513,0.0008672791,0.0002108362,0.0002571356,0.0002371448,0.000335462,0.0001465024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951093,"about_ca_system_score_gemma":0.0004627701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009544089,"about_ca_topic_score_gemma":0.009308675,"domain_scores_codex":[0.9997982,0.00003245584,0.00003018914,0.00002862842,0.00006926878,0.00004128732],"domain_scores_gemma":[0.9993456,0.000104823,0.0003449116,0.00001711803,0.00007784885,0.0001097177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002108227,0.00002271835,0.9981548,0.00001564462,0.00003082417,0.000135173,0.00004680184,0.00001980717,0.00002837143,0.0000119352,0.000103688,0.001409179],"study_design_scores_gemma":[0.000001126478,0.00002764408,0.9992187,0.00001433668,0.00001284782,0.0004204258,0.00008210917,0.00004202566,0.00001305968,0.00002008811,0.0001459859,0.000001669288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955453,0.001610454,0.00004301949,0.0002427269,0.00001144486,0.00001224572,0.0004158791,0.000005322956,0.002113607],"genre_scores_gemma":[0.9992326,0.0003475112,0.00003106947,0.00003767759,0.00001265688,0.000004631216,0.0001828316,4.554616e-7,0.0001505662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009544089,"threshold_uncertainty_score":0.01897705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680422020721442,"score_gpt":0.2886723219094462,"score_spread":0.2618681017022318,"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."}}