{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009371614,0.0001840968,0.0002164543,0.001967959,0.0005607001,0.001689914,0.0007351205,0.001144461,0.01248863],"category_scores_gemma":[0.0051553,0.0001935949,0.0002139867,0.003450605,0.0006585254,0.00156131,0.001204233,0.001505967,0.002037893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004952214,"about_ca_system_score_gemma":0.006012802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02669433,"about_ca_topic_score_gemma":0.05338069,"domain_scores_codex":[0.9982743,0.0003661462,0.0003411225,0.000179977,0.0004079787,0.0004305084],"domain_scores_gemma":[0.9931379,0.0005956533,0.002467485,0.0001121591,0.001343098,0.002343568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000563206,0.0004277943,0.5849897,0.0013319,0.0001195054,0.007685383,0.005299406,0.001001751,0.004272319,0.01695063,0.1172159,0.2601424],"study_design_scores_gemma":[0.0000752383,0.0002735029,0.7717556,0.001553312,0.00004169626,0.01258854,0.0120315,0.001287074,0.0008878671,0.002442935,0.1969781,0.00008464653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142604,0.06266645,0.001197231,0.2583047,0.001105479,0.00006608459,0.0018909,0.0002005187,0.06030827],"genre_scores_gemma":[0.9210513,0.0456391,0.001455137,0.01507851,0.001816927,0.00008846526,0.001530167,0.00009257138,0.01324791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669433,"threshold_uncertainty_score":0.05307788,"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."}}