{"id":"W2065834998","doi":"10.1016/j.pneurobio.2005.09.006","title":"Cellular and molecular mechanisms of epilepsy in the human brain","year":2005,"lang":"en","type":"review","venue":"Progress in Neurobiology","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":209,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Epileptogenesis; Neuroscience; Epilepsy; Human brain; Cortical dysplasia; Temporal lobe; Psychology; Electrophysiology; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001016842,0.0004331595,0.001232153,0.0007172173,0.0001022113,0.00003690626,0.001729897,0.0003171418,0.00002488399],"category_scores_gemma":[0.0003664645,0.000299862,0.0001765994,0.001161736,0.001469119,0.00007935458,0.0005441108,0.001446624,0.00001518113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228569,"about_ca_system_score_gemma":0.00009983881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002045912,"about_ca_topic_score_gemma":0.000002878687,"domain_scores_codex":[0.9927469,0.00421273,0.0008193188,0.001193379,0.0002600806,0.0007675751],"domain_scores_gemma":[0.9975073,0.001489391,0.0003554914,0.0005640447,0.00001563471,0.00006818153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003485141,0.00138154,0.0002895815,0.004861049,0.0000111565,0.005712204,0.0002130662,0.000002313445,0.321983,0.02514122,0.0001510789,0.6402189],"study_design_scores_gemma":[0.002202114,0.002725692,0.0001596392,0.002770787,0.0001978119,0.002031686,0.00002538053,0.00006064464,0.1159698,0.003993525,0.8682831,0.001579836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03558594,0.9608781,0.000005029457,0.0007021141,0.0003305134,0.002293338,0.00003099931,0.00003419557,0.0001398017],"genre_scores_gemma":[0.06039377,0.9373798,0.00001286829,0.001673176,0.0000416466,0.0004117867,0.000003613387,0.00005295663,0.00003043274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8681321,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08625881278563541,"score_gpt":0.4144330913391564,"score_spread":0.328174278553521,"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."}}