{"id":"W3025224306","doi":"10.1007/s10548-020-00775-4","title":"Enhanced Regional Functional Connectivity Indicates Seizure Onset Zone","year":2020,"lang":"en","type":"article","venue":"Brain Topography","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Key Research and Development Program of China; Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Concordance; Functional connectivity; Bonferroni correction; Electroencephalography; Epilepsy; Neuroscience; Medicine; Epilepsy surgery; EEG-fMRI; Neurology; Brain mapping; Psychology; Audiology; Internal medicine; Mathematics","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":[0.0002490241,0.000325298,0.0003361072,0.0002413932,0.0005453076,0.00007154149,0.0003075802,0.0001271194,0.0004164134],"category_scores_gemma":[0.00765118,0.0003227348,0.0003094091,0.001544826,0.0005376794,0.0003215767,0.0001782872,0.000428177,0.0002574479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000351467,"about_ca_system_score_gemma":0.00009270464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000172627,"about_ca_topic_score_gemma":0.00002329281,"domain_scores_codex":[0.9971811,0.0002980792,0.0002769855,0.001098832,0.0006912491,0.000453815],"domain_scores_gemma":[0.9919392,0.007289662,0.0001627942,0.0002717029,0.00008664402,0.0002499396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009147403,0.0004904379,0.009333247,0.00008171662,0.0001793682,0.00006925473,0.00154597,0.0002367769,0.4239165,0.02533803,0.5321404,0.005753523],"study_design_scores_gemma":[0.003925991,0.001285317,0.2319146,0.00006414067,0.00007185173,0.0001898142,0.0008463526,0.0006844646,0.3738621,0.01437744,0.3709509,0.001827005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767251,0.0002380449,0.01513957,0.2115967,0.0006521175,0.000569734,0.0001505747,0.000742141,0.003660129],"genre_scores_gemma":[0.921905,0.00002818014,0.0001978558,0.07703365,0.0004552421,0.00009669054,0.0000193835,0.00003278501,0.0002311823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225814,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062890951208943,"score_gpt":0.2523739257322274,"score_spread":0.201745016220138,"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."}}