{"id":"W1992472233","doi":"10.1155/2013/387510","title":"Slowly Evolving Trends in Temporal Lobe Epilepsy Management at London Health Sciences Centre","year":2013,"lang":"en","type":"article","venue":"Epilepsy Research and Treatment","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Ictal; Epileptogenesis; Medicine; Semiology; Epilepsy; Temporal lobe; Electroencephalography; Epilepsy surgery; Neuroscience; Psychiatry; 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":[0.001291868,0.0004665276,0.0007592766,0.001557169,0.0008531621,0.0002233356,0.0002277046,0.000118409,0.002624124],"category_scores_gemma":[0.00004913055,0.0003287458,0.0001783968,0.001555812,0.0007114297,0.0003064798,0.0003495289,0.0003953141,0.0008300703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401164,"about_ca_system_score_gemma":0.0002888951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007789125,"about_ca_topic_score_gemma":0.002455557,"domain_scores_codex":[0.9940041,0.0004584022,0.0006180214,0.001218776,0.001491851,0.002208858],"domain_scores_gemma":[0.9973752,0.0002868209,0.00009687221,0.000671529,0.0002033521,0.001366176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003710226,0.002358569,0.8174767,0.0001133736,0.000242725,0.0008123866,0.0004635256,0.000002271911,0.00006189388,0.000769905,0.01484913,0.1624785],"study_design_scores_gemma":[0.009691155,0.01163623,0.9640173,0.0004679971,0.00003305103,0.0001117502,0.001136745,0.0005859238,0.0004722152,0.001030369,0.0104743,0.0003429954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478309,0.007065689,0.000004756354,0.01703035,0.00008026118,0.002740237,0.00003759766,0.00009304646,0.02511715],"genre_scores_gemma":[0.9603558,0.005352769,0.0020472,0.0001567931,0.0001175179,0.0006479902,0.000228838,0.00004476221,0.03104839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621355,"threshold_uncertainty_score":0.9999479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.066345710107398,"score_gpt":0.3780200611897902,"score_spread":0.3116743510823922,"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."}}