{"id":"W1975077266","doi":"10.1001/archneur.63.8.1106","title":"Race/Ethnicity, Sex, and Socioeconomic Status as Predictors of Outcome After Surgery for Temporal Lobe Epilepsy","year":2006,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Epilepsy; Socioeconomic status; Odds ratio; Temporal lobe; Confidence interval; Logistic regression; Epilepsy surgery; Ethnic group; Cohort; Internal medicine; Surgery; Population; 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":[0.0001454678,0.0001394237,0.0005762436,0.0001649825,0.00002604734,0.000002933243,0.00005370387,0.0000661845,0.00004973722],"category_scores_gemma":[0.00009957692,0.0001172408,0.000189457,0.00002703126,0.0005094964,0.00003505654,0.00007955986,0.0001426548,0.000004773875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006905762,"about_ca_system_score_gemma":0.0001028957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003978701,"about_ca_topic_score_gemma":0.0001172645,"domain_scores_codex":[0.9986492,0.0001081192,0.0004504325,0.0002787363,0.00009430562,0.0004192063],"domain_scores_gemma":[0.9979998,0.001457093,0.0001463906,0.0002235829,0.00001995061,0.0001532028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002783947,0.0002651096,0.9937025,0.0001951583,0.0000973945,0.00006405619,0.0001127455,0.000003449844,0.0009013166,0.0001260471,0.0003043648,0.001443896],"study_design_scores_gemma":[0.001745293,0.002126459,0.990535,0.000008684445,0.00006495408,0.00004142982,0.0000125468,0.00008484564,0.001298029,0.002882406,0.001132709,0.00006764218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965405,0.0004461002,0.00004097286,0.00161077,0.00007852555,0.0004799987,0.0001307845,0.00001694372,0.0006553747],"genre_scores_gemma":[0.9985837,0.0001947935,0.0003085762,0.0002811511,0.00008633346,0.00006011087,0.00007303543,0.00002217785,0.0003901075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003167514,"threshold_uncertainty_score":0.478094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715794146810135,"score_gpt":0.2903028570987389,"score_spread":0.2731449156306375,"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."}}