{"id":"W2572358497","doi":"10.1212/wnl.0000000000003532","title":"Practice guideline summary: Use of fMRI in the presurgical evaluation of patients with epilepsy","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; National Institutes of Health; Roivant Sciences; Epilepsy Society; Epilepsiatutkimussäätiö; NeuroPace; SK Life Science; Cerecor; Zynerba Pharmaceuticals; National Institute on Deafness and Other Communication Disorders; Upsher-Smith; Sage Therapeutics; Acorda Therapeutics; Zogenix; U.S. Department of Defense; University of Alabama; Nestlé Health Science; National Science Foundation; Harvard Catalyst; Eisai; Pediatric Epilepsy Research Foundation; H. Lundbeck A/S; Sunovion; Epilepsy Foundation; American Academy of Neurology; National Institute of Mental Health; University of Alabama at Birmingham; National Institute of Child Health and Human Development; GW Pharmaceuticals; Concert Pharmaceuticals; York University; Pfizer; Centers for Disease Control and Prevention; Citizens United for Research in Epilepsy; Medical College of Wisconsin","keywords":"Temporal lobe; Epilepsy; Psychology; Verbal memory; Audiology; Epilepsy surgery; Neurology; Lateralization of brain function; Functional magnetic resonance imaging; Cognitive psychology; Medicine; Neuroscience; Cognition","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100082,0.00006404206,0.0001874695,0.00004336118,0.00003601818,0.000006592519,0.0001181132,0.00005340074,0.00005222312],"category_scores_gemma":[0.002963948,0.00003497799,0.00002801627,0.00004503338,0.0001554198,0.0001159051,0.00004188191,0.0001684719,0.000003077316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009009509,"about_ca_system_score_gemma":0.0001072681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004490621,"about_ca_topic_score_gemma":0.000157535,"domain_scores_codex":[0.9983538,0.0005301165,0.000242685,0.0001496261,0.000586096,0.0001377061],"domain_scores_gemma":[0.9980639,0.0005265241,0.000224,0.0005844968,0.0005632585,0.000037875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006969425,0.001027438,0.9860623,0.00001084282,0.00004655915,0.00005965778,0.00006678744,0.00004071121,0.00002345352,0.0001108716,0.00143836,0.004143566],"study_design_scores_gemma":[0.005118359,0.004268899,0.9798606,0.00001008094,0.0001466933,0.00001250807,0.000004401495,0.0006759456,0.00006145932,0.00005161588,0.009766354,0.00002305499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879392,0.00004848791,0.000005913903,0.008765673,0.0000326062,0.0006942102,0.00001210352,0.000002689361,0.002499063],"genre_scores_gemma":[0.998887,0.00004717837,0.0002807378,0.0006693897,0.00002261171,0.00003107329,0.00004325016,0.000006019623,0.00001272221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094776,"threshold_uncertainty_score":0.3548337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990790645141612,"score_gpt":0.3828837977267873,"score_spread":0.3129758912753712,"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."}}