{"id":"W4407933745","doi":"10.1016/j.brs.2024.12.847","title":"EEG-TMS revealing top-down cortical interactions underlying episodic memory","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Episodic memory; Neuroscience; Psychology; Electroencephalography; Computer science; Cognition","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":[0.0002434014,0.0001333482,0.0001398878,0.0002074623,0.0004325775,0.0001117051,0.000117401,0.00006654712,0.0001253785],"category_scores_gemma":[0.001885519,0.0001326898,0.00007825931,0.0005138163,0.00005934989,0.0003058148,0.00006230361,0.0002744144,0.00006360339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143567,"about_ca_system_score_gemma":0.00004126917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000342852,"about_ca_topic_score_gemma":0.00001918519,"domain_scores_codex":[0.9986463,0.0001822388,0.0003245593,0.0004117255,0.0002063294,0.0002288078],"domain_scores_gemma":[0.9981133,0.001455002,0.00009144755,0.0002362356,0.00004663267,0.00005738618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006781105,0.00007224622,0.0006759315,0.00003197268,0.000006758994,0.000008675472,0.0001111374,0.01981665,0.9187002,0.02838486,0.001874706,0.03024902],"study_design_scores_gemma":[0.0009388273,0.00009251262,0.04958498,0.0001528523,0.00003939637,0.00002224505,0.000107517,0.9142873,0.01471435,0.01383073,0.00589635,0.0003329086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964111,0.00001383107,0.08459134,0.005315517,0.001672877,0.0003926533,0.000006597656,0.0002235825,0.01137247],"genre_scores_gemma":[0.9894937,0.00000347551,0.0002803212,0.003240607,0.0000657338,0.00001691554,0.00001706016,0.0000133276,0.00686889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9039859,"threshold_uncertainty_score":0.5410933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0573543294884785,"score_gpt":0.3429937893936145,"score_spread":0.285639459905136,"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."}}