{"id":"W2060425720","doi":"10.3171/jns.2001.95.2.0242","title":"Surgery for temporal lobe epilepsy in older patients","year":2001,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Epilepsy; Temporal lobe; Surgery; Epilepsy surgery; Anterior temporal lobectomy; Lesion; Pediatrics; Psychiatry","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":[0.0006643673,0.0001382789,0.0005627268,0.0006957064,0.00003533989,0.00002124626,0.00005974919,0.00006300143,0.00008146621],"category_scores_gemma":[0.0009717201,0.0001033811,0.0004217906,0.0003824434,0.0000358939,0.0001729324,0.00001685606,0.0002526395,0.00001021589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009060754,"about_ca_system_score_gemma":0.0002546803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009308842,"about_ca_topic_score_gemma":0.000004324664,"domain_scores_codex":[0.9981446,0.00008109892,0.0007677962,0.00014949,0.0004669505,0.0003900976],"domain_scores_gemma":[0.9980921,0.0008384622,0.000306373,0.0001608217,0.0003013054,0.000300994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001416481,0.001345542,0.9581631,0.00004971336,0.00003838697,0.002043993,0.00001925433,0.000002387157,0.0001328209,0.000002102248,0.02719053,0.00959572],"study_design_scores_gemma":[0.002525768,0.000617639,0.9820465,0.0002105,0.0000282978,0.0003966987,0.00001282991,0.00001846844,0.0002315618,0.00006173631,0.01376968,0.0000802495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969488,0.000219124,0.00004810674,0.001650034,0.0006346785,0.0003062463,0.000007156586,0.000008212874,0.0001776209],"genre_scores_gemma":[0.9981294,0.0004310925,0.0001222253,0.000594552,0.0003058525,0.00001251736,0.0000145254,0.00002696979,0.0003628253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0238835,"threshold_uncertainty_score":0.421576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972728516873646,"score_gpt":0.3108505480301529,"score_spread":0.2711232628614164,"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."}}