{"id":"W4379600610","doi":"10.47176/mjiri.37.40","title":"High and Low-Frequency Stimulation Effect on Epileptiform Activity in Brain Slices","year":2023,"lang":"en","type":"article","venue":"Medical Journal of the Islamic Republic of Iran","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"Iran University of Medical Sciences","keywords":"Neurostimulation; Neuroscience; Stimulation; Deep brain stimulation; Epilepsy; Electrical brain stimulation; Mechanism (biology); Depolarization; Brain activity and meditation; Psychology; Medicine; Electroencephalography; Internal medicine; Physics","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":[0.00117861,0.0001135236,0.0004188049,0.0002033397,0.00003546634,0.000009741651,0.0001619454,0.0001160404,0.00007665443],"category_scores_gemma":[0.002415775,0.00005683113,0.0001357037,0.0004058004,0.0001346929,0.00009099693,0.00005061666,0.0004332978,0.000003465904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003862549,"about_ca_system_score_gemma":0.00007066772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006215879,"about_ca_topic_score_gemma":0.0000254302,"domain_scores_codex":[0.9983348,0.0002151931,0.0003951063,0.0001358749,0.0007458074,0.0001732127],"domain_scores_gemma":[0.9987119,0.0007069121,0.0002685993,0.0001825375,0.00004020613,0.00008981145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002396422,0.001817181,0.5056508,0.0004158503,0.0003270721,0.001121255,0.000449325,0.000108184,0.02073528,0.001182987,0.002570812,0.4632249],"study_design_scores_gemma":[0.004379035,0.002602072,0.9834523,0.0003802508,0.00004047526,0.00005548469,0.00001198667,0.0004853501,0.001041587,0.007481975,0.00001942161,0.00005001481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750913,0.00004131667,0.000006444221,0.02389877,0.0002220956,0.0002067939,0.000001858234,0.00001121064,0.0005201651],"genre_scores_gemma":[0.9989029,0.00007751046,0.00001352334,0.0008438361,0.00006831772,0.000002278559,0.00000172238,0.000008520004,0.00008143592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4778016,"threshold_uncertainty_score":0.2892083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512918967067798,"score_gpt":0.2882469499819135,"score_spread":0.2731177603112355,"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."}}