{"id":"W3134783979","doi":"10.1111/epi.16864","title":"Altered communication dynamics reflect cognitive deficits in temporal lobe epilepsy","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Institute of Neurosciences, Mental Health and Addiction; Canadian Institutes of Health Research","keywords":"Temporal lobe; Neuroscience; Psychology; Epilepsy; Hippocampus; Cognition; Hippocampal formation; Neocortex; Thalamus; Connectome","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":[0.0001792439,0.0002450524,0.0001024047,0.0002934875,0.00008310665,0.0002092746,0.000106183,0.0001369841,0.0006099615],"category_scores_gemma":[0.001601274,0.00006881109,0.0001354384,0.0001548509,0.0003175173,0.0002169491,0.0002406064,0.0001440138,0.0000413058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247033,"about_ca_system_score_gemma":0.0001782613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683742,"about_ca_topic_score_gemma":0.001883561,"domain_scores_codex":[0.9999632,0.00001041813,0.000003813556,0.000008974281,0.000007723604,0.000005847433],"domain_scores_gemma":[0.9996803,0.0001458727,0.0001198546,0.00001992527,0.00001196123,0.00002209467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002978854,0.000384795,0.6577135,0.0002047266,0.000400281,0.001698829,0.0007241201,0.1576817,0.1484788,0.001303081,0.0002236992,0.02820762],"study_design_scores_gemma":[0.00009846466,0.001108052,0.7737572,0.00001335542,0.0001323863,0.001296037,0.0002839434,0.2011576,0.01869048,0.003217074,0.0002184686,0.0000268966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993505,0.00001254231,0.0005184,0.000006841881,4.158049e-7,0.0000028275,0.00002718199,0.000007519469,0.0000737627],"genre_scores_gemma":[0.9997569,0.00001053043,0.0001793269,0.000001220617,4.931218e-7,0.000002126859,0.00002922068,0.000001027164,0.00001920281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683742,"threshold_uncertainty_score":0.003347933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036630300028379,"score_gpt":0.3066984567764152,"score_spread":0.2563321537761314,"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."}}