{"id":"W2087837198","doi":"10.3389/fnins.2014.00411","title":"Functional network alterations and their structural substrate in drug-resistant epilepsy","year":2014,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; Scuola Superiore Sant'Anna","keywords":"Cortical dysplasia; Temporal lobe; Epilepsy; Neuroscience; Hippocampal sclerosis; Connectome; Epilepsy surgery; Drug Resistant Epilepsy; Psychology; Brain mapping; Medicine; Functional connectivity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000705973,0.0005813217,0.00129888,0.0005306866,0.0005173472,0.000213116,0.0005955754,0.0001386481,0.000006892992],"category_scores_gemma":[0.003392056,0.0004694708,0.0001810158,0.001833683,0.0008360005,0.000409313,0.0002909081,0.000817135,0.000006442913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037121,"about_ca_system_score_gemma":0.0002472332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002083869,"about_ca_topic_score_gemma":0.0001644599,"domain_scores_codex":[0.9956212,0.0007999894,0.0007370494,0.001688743,0.0004118353,0.0007411942],"domain_scores_gemma":[0.9963095,0.002751779,0.0003292672,0.0004593304,0.00002762748,0.0001224577],"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":[0.0003641283,0.0004517493,0.01791819,0.01182325,0.00005281885,0.0005638152,0.001298994,0.01499735,0.001138454,0.03234942,0.1772326,0.7418093],"study_design_scores_gemma":[0.000370955,0.00009445858,0.005473753,0.001785966,0.00002998809,0.0001119298,0.00004186155,0.003710789,0.000026919,0.004366432,0.9831481,0.000838857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001418126,0.9822155,0.00172132,0.0005269352,0.01192459,0.001341357,0.0001318849,0.0001052543,0.0006150155],"genre_scores_gemma":[0.01039321,0.9865114,0.0003370067,0.001545289,0.0003963041,0.0002442994,0.0000107678,0.00005880401,0.00050293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8059155,"threshold_uncertainty_score":0.9997757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04703318012070476,"score_gpt":0.2778772761006817,"score_spread":0.230844095979977,"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."}}