{"id":"W3038279694","doi":"10.1111/epi.16591","title":"Temporal‐plus epilepsy in children: A connectomic analysis in magnetoencephalography","year":2020,"lang":"en","type":"article","venue":"Epilepsia","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Mental Health Research Canada; Hospital for Sick Children","funders":"","keywords":"Epilepsy; Connectome; Magnetoencephalography; Temporal lobe; Epilepsy surgery; Neuroimaging; Electroencephalography; Neuroscience; Psychology; Medicine; Functional connectivity","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":[0.0002825747,0.0002704674,0.0005923771,0.0008164385,0.00009562531,0.00004685095,0.0003910656,0.0000895613,0.0002755788],"category_scores_gemma":[0.003529798,0.0002777505,0.0002471128,0.00583714,0.0001987374,0.0002586029,0.0001650194,0.0004007979,0.0001709569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009973292,"about_ca_system_score_gemma":0.00006269499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003955546,"about_ca_topic_score_gemma":0.0004745855,"domain_scores_codex":[0.9973311,0.0003371236,0.0004593343,0.001046669,0.0003526645,0.0004730482],"domain_scores_gemma":[0.997748,0.001654346,0.0001231097,0.0003183765,0.00002188169,0.0001343026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001066495,0.00008615107,0.990766,0.000008159132,0.00005017483,0.00006738818,0.0005779485,0.002188556,0.00309251,0.001129875,0.001620283,0.0003062782],"study_design_scores_gemma":[0.001244732,0.0001755729,0.986227,0.00001046349,0.00004920656,0.000008394606,0.0001114436,0.009177021,0.001300253,0.0005810969,0.0007797214,0.000335098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877671,0.0001677144,0.0002762357,0.009546243,0.0001157968,0.0004644311,0.00004770691,0.0001381847,0.001476593],"genre_scores_gemma":[0.9902948,0.000054529,0.0001829227,0.009255596,0.00009201951,0.00005298148,0.00001296822,0.00002195617,0.00003224599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006988465,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254364116509216,"score_gpt":0.2480377794993918,"score_spread":0.2226013678484702,"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."}}