{"id":"W1974409326","doi":"10.1155/2012/103160","title":"Neocortical Temporal Lobe Epilepsy","year":2012,"lang":"en","type":"article","venue":"Epilepsy Research and Treatment","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Temporal lobe; Epilepsy; Medicine; Neuroscience; Mesial temporal lobe epilepsy; Electroencephalography; Neocortex; Population; Psychology","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":[0.0009584492,0.0003853978,0.0006062294,0.0004064974,0.0004720359,0.00009622821,0.0001173056,0.0001824699,0.001046538],"category_scores_gemma":[0.000205329,0.0002605422,0.0001941417,0.0005264216,0.0006261632,0.0002529859,0.0001661952,0.0005170298,0.001419538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006111464,"about_ca_system_score_gemma":0.000330685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000597924,"about_ca_topic_score_gemma":0.00007144544,"domain_scores_codex":[0.9954647,0.0002945551,0.000398794,0.0006108136,0.001143946,0.00208717],"domain_scores_gemma":[0.9960393,0.0004652512,0.00004251696,0.0007324881,0.0002552572,0.002465164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112391,0.004421798,0.9365286,0.00004557544,0.0004117813,0.0005247979,0.0003203746,8.507258e-8,0.0003271305,0.003605106,0.003301622,0.04940072],"study_design_scores_gemma":[0.007564203,0.01367343,0.8899793,0.0001096305,0.0001400488,0.000605032,0.0005179598,0.00005492366,0.004447356,0.001188802,0.08137103,0.0003482916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650991,0.005059259,0.000029459,0.003427485,0.0001361984,0.001770028,0.0000412091,0.0001260913,0.02431115],"genre_scores_gemma":[0.9870139,0.002016137,0.00140893,0.0001019157,0.0007942088,0.0005850827,0.000162742,0.00005626426,0.007860783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0780694,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054892930795066,"score_gpt":0.4005889449958677,"score_spread":0.2950996519163611,"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."}}