{"id":"W2121709831","doi":"10.1001/jama.2012.220","title":"Early Surgical Therapy for Drug-Resistant Temporal Lobe Epilepsy","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1214,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; National Institutes of Health; Northern Illinois University; Sunovion; Canadian Institutes of Health Research; National Institute of Neurological Disorders and Stroke; Teva Pharmaceutical Industries; Eisai; Valeant Pharmaceuticals International; University of California, San Francisco; Acorda Therapeutics; Pfizer","keywords":"Medicine; Epilepsy; Randomized controlled trial; Epilepsy surgery; Quality of life (healthcare); Drug Resistant Epilepsy; Pediatrics; Clinical trial; Anterior temporal lobectomy; Surgery; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009241425,0.0004265196,0.0007834533,0.0003426227,0.0002030737,0.0002735263,0.000252802,0.000340237,0.001916526],"category_scores_gemma":[0.00147604,0.0001189211,0.0005624624,0.0001987445,0.0003547296,0.0003348173,0.0003268222,0.0005618026,0.0001587402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892632,"about_ca_system_score_gemma":0.000842997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620296,"about_ca_topic_score_gemma":0.001132095,"domain_scores_codex":[0.9996601,0.0001743272,0.00005106397,0.00003105497,0.00004548268,0.0000378648],"domain_scores_gemma":[0.9992365,0.0002575024,0.0002567077,0.00003763898,0.00002780806,0.000183939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.504418,0.0223802,0.05589785,0.004608338,0.001738139,0.001427982,0.0002929838,0.001024646,0.02588633,0.0005111317,0.002104171,0.3797101],"study_design_scores_gemma":[0.1830825,0.6140053,0.1819058,0.0006881699,0.001051555,0.002403295,0.0002734084,0.001038296,0.007072045,0.0009054064,0.007513922,0.00006020419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920118,0.005832787,0.0003433043,0.0002517939,0.0000814579,0.0004502522,0.0001197689,0.00001496469,0.0008938307],"genre_scores_gemma":[0.9947926,0.00273227,0.0008311556,0.0003258009,0.0001161902,0.0006184154,0.0002234003,0.000002146163,0.0003579098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916526,"threshold_uncertainty_score":0.006411433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314626101038666,"score_gpt":0.325392426708436,"score_spread":0.2939298166045695,"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."}}