{"id":"W4376871570","doi":"10.1111/epi.17640","title":"Stimulation to probe, excite, and inhibit the epileptic brain","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; National Institute of Neurological Disorders and Stroke; Epilepsy Society; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Inselspital, Universitätsspital Bern; Citizens United for Research in Epilepsy; University of Bern; Alliance for Epilepsy Research; National Institutes of Health; National Science Foundation","keywords":"Stimulation; Neuroscience; Brain stimulation; Epilepsy; Deep brain stimulation; Medicine; Biomarker; Electrical brain stimulation; Electroencephalography; Psychology; Biology; Internal medicine; Disease; Parkinson's disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001048401,0.00008604304,0.0001204444,0.0000566805,0.00008518608,0.00001684421,0.00003343453,0.00003837416,0.0001198703],"category_scores_gemma":[0.0001792868,0.00005013498,0.00003156246,0.0003237895,0.00003525345,0.00002908357,0.00004882112,0.00008290406,0.0005436265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008502047,"about_ca_system_score_gemma":0.000009087841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000808169,"about_ca_topic_score_gemma":0.000004113497,"domain_scores_codex":[0.9993652,0.00003195792,0.0001110541,0.0001959316,0.0001258539,0.0001699727],"domain_scores_gemma":[0.9995589,0.0001528697,0.0000194405,0.0001588893,0.00001836696,0.00009157247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004892795,0.0003920649,0.762726,0.00009522431,0.0001086139,0.0003863897,0.001198517,0.0001861303,0.0076858,0.004917198,0.14346,0.07835481],"study_design_scores_gemma":[0.0008145098,0.0005284626,0.9866465,0.00001968874,0.00002519143,0.000006016892,0.00002492542,0.0008103466,0.00005606734,0.005579763,0.005429973,0.00005854112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672433,0.00004830272,0.000123688,0.02963758,0.00004998782,0.0006351813,0.000003622437,0.0001110678,0.002147243],"genre_scores_gemma":[0.9896324,0.00001908737,0.0001032526,0.007118991,0.0000465113,0.00005821297,0.00002008917,0.00001215092,0.002989277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239205,"threshold_uncertainty_score":0.6987401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688935803875281,"score_gpt":0.2977755227552172,"score_spread":0.2708861647164644,"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."}}