{"id":"W1976443859","doi":"10.1016/j.expneurol.2013.01.002","title":"Adaptive control of epileptiform excitability in an in vitro model of limbic seizures","year":2013,"lang":"en","type":"article","venue":"Experimental Neurology","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute on Drug Abuse; Epilepsy Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health; Savoy Foundation","keywords":"Neuroscience; Local field potential; Stimulation; Ictal; Deep brain stimulation; Epilepsy; Computer science; Brain stimulation; Medicine; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001448348,0.0002621458,0.0002782524,0.0001145998,0.000104818,0.0002859219,0.0004120264,0.0002555436,0.0003147463],"category_scores_gemma":[0.0004063141,0.00009002729,0.0002257258,0.00009185189,0.0002833015,0.0001293739,0.0001650949,0.0002546447,0.0000508181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871637,"about_ca_system_score_gemma":0.0001982313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669186,"about_ca_topic_score_gemma":0.002168364,"domain_scores_codex":[0.9999163,0.00002288913,0.000006715453,0.00001592272,0.00002211532,0.0000160011],"domain_scores_gemma":[0.9998671,0.00007416129,0.00001950578,0.00001662997,0.00001136901,0.00001119088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000283534,0.00008713191,0.0004315567,0.00007918101,0.00002688277,0.0001888564,0.00005478607,0.03718922,0.9576401,0.0008406854,0.00008493853,0.003093207],"study_design_scores_gemma":[0.0001705941,0.001157556,0.008449663,0.00001998478,0.00007377349,0.0002479891,0.00009515812,0.5184208,0.4687169,0.001538545,0.001071953,0.00003692745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825714,0.0002755108,0.01559471,0.0001343664,0.0000300165,0.00002736061,0.0001216182,0.00008442494,0.001160522],"genre_scores_gemma":[0.9984438,0.0001219222,0.00113592,0.000007274122,0.000002849698,0.00001767839,0.00002735247,0.00000354315,0.000239763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002669186,"threshold_uncertainty_score":0.005307376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227741752823542,"score_gpt":0.2814936431951867,"score_spread":0.2492162256669512,"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."}}