{"id":"W2046529951","doi":"10.1155/2013/579487","title":"Update on Temporal Lobe Epilepsy","year":2013,"lang":"en","type":"article","venue":"Epilepsy Research and Treatment","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Epilepsy; Temporal lobe; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005168994,0.0004352173,0.0006107708,0.0005422784,0.0005035614,0.0002059296,0.0001588992,0.0001640824,0.002795345],"category_scores_gemma":[0.0001293039,0.0002835998,0.000183496,0.0005058086,0.0005105513,0.0001953306,0.0001336181,0.0005344119,0.007561738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005819809,"about_ca_system_score_gemma":0.0003090721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736852,"about_ca_topic_score_gemma":0.0001177376,"domain_scores_codex":[0.9957762,0.0002730507,0.000391806,0.0009022066,0.001184551,0.001472184],"domain_scores_gemma":[0.9966839,0.0004009234,0.00005224155,0.00091957,0.0004054409,0.001537945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001774418,0.006071338,0.7803037,0.00007926286,0.0008663375,0.001578428,0.0002436469,9.701284e-7,0.0006392433,0.004795387,0.03613785,0.1675095],"study_design_scores_gemma":[0.01662369,0.05029323,0.8095991,0.0003372508,0.0001155295,0.0003337422,0.000643899,0.0002594678,0.009641372,0.009698583,0.1017912,0.0006628618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95396,0.001232855,0.000007959779,0.01188126,0.00008430978,0.002952116,0.00005056736,0.0001356769,0.02969528],"genre_scores_gemma":[0.9796781,0.002822286,0.0008103205,0.0003053969,0.0003137832,0.001347126,0.0002434225,0.00006191412,0.01441765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1668466,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06999971132642971,"score_gpt":0.3675242314332906,"score_spread":0.2975245201068609,"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."}}