{"id":"W2008991574","doi":"10.1155/2012/547382","title":"Establishment of a Comprehensive Epilepsy Center in Pakistan: Initial Experiences, Results, and Reflections","year":2012,"lang":"en","type":"article","venue":"Epilepsy Research and Treatment","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Epilepsy; Epilepsy surgery; Anterior temporal lobectomy; Intractable epilepsy; Hemispherectomy; Neuronavigation; General surgery; Family medicine; Pediatrics; Surgery; Psychiatry; Resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006454898,0.0002789294,0.0005657104,0.0005947971,0.0002372107,0.00005360438,0.00007550848,0.0001188337,0.0001188344],"category_scores_gemma":[0.00008185903,0.0002034031,0.00008129805,0.0005902982,0.0007022342,0.0002330912,0.0001465909,0.0003435964,0.00002149339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045132,"about_ca_system_score_gemma":0.0002093244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015015,"about_ca_topic_score_gemma":0.0004190114,"domain_scores_codex":[0.9967629,0.0003361224,0.0005578405,0.0005280016,0.0007232134,0.001091958],"domain_scores_gemma":[0.9978057,0.0005438487,0.00007463629,0.0004542233,0.0002639906,0.0008576149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007732868,0.009715458,0.9214826,0.0001687234,0.0004595026,0.0005151846,0.01879887,5.723366e-7,0.001006709,0.001531767,0.001236276,0.03735147],"study_design_scores_gemma":[0.03070308,0.02285232,0.8457716,0.0005568272,0.00008986207,0.0005238895,0.04251175,0.00003996518,0.01309446,0.0004045396,0.04300135,0.0004503801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837718,0.004860871,0.000005188527,0.0009341369,0.0000899477,0.001365302,0.0001368696,0.00002566754,0.008810228],"genre_scores_gemma":[0.9925042,0.004971862,0.0008548097,0.00003561642,0.0001615943,0.000689119,0.0001463366,0.00002368738,0.0006127931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07571102,"threshold_uncertainty_score":0.8294539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130843974891758,"score_gpt":0.4565097997459841,"score_spread":0.3256658248542261,"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."}}