{"id":"W2056743065","doi":"10.1016/j.seizure.2007.04.001","title":"The contribution of 18F-FDG PET in preoperative epilepsy surgery evaluation for patients with temporal lobe epilepsy","year":2007,"lang":"en","type":"review","venue":"Seizure","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Epilepsy; Ictal; Temporal lobe; Epilepsy surgery; Positron emission tomography; Scalp; Electroencephalography; Predictive value of tests; Prospective cohort study; Radiology; Surgery; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00266806,0.0004239976,0.001742469,0.0002973382,0.0001443126,0.00002748796,0.0001303616,0.0001919483,0.0000485881],"category_scores_gemma":[0.0013786,0.0002236269,0.0004465773,0.0005578759,0.0001613899,0.00009008552,0.00003513396,0.0004494888,0.00001682745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470031,"about_ca_system_score_gemma":0.001968755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000659685,"about_ca_topic_score_gemma":0.0003370971,"domain_scores_codex":[0.9964567,0.0005288054,0.0009541891,0.0004727886,0.001013126,0.0005743218],"domain_scores_gemma":[0.9955227,0.001867244,0.0005571711,0.000506743,0.001377362,0.0001687313],"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":[0.001741384,0.001188038,0.2036485,0.005542316,0.000966551,0.00009110295,0.00008261378,0.00000144232,6.776517e-8,0.0002069178,0.003494116,0.7830369],"study_design_scores_gemma":[0.009653545,0.004213914,0.05248473,0.03080973,0.003142386,0.00008619697,0.0001273753,0.00009426178,0.00001126589,0.000185452,0.89854,0.0006512044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00556986,0.9810464,0.00006216527,0.0001239184,0.0002033997,0.01229745,0.0004060804,0.000021802,0.0002688685],"genre_scores_gemma":[0.04933061,0.9387523,0.000178722,0.00002729634,0.0001903336,0.001814778,0.009318582,0.00006918408,0.0003182084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8950458,"threshold_uncertainty_score":0.9119239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05988147166368937,"score_gpt":0.3881895094308004,"score_spread":0.328308037767111,"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."}}