{"id":"W4200381393","doi":"10.3171/2021.9.jns211037","title":"Role of resective surgery in patients older than 60 years with therapy-resistant epilepsy","year":2021,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Epilepsy; Epilepsy surgery; Temporal lobe; Central nervous system disease; Intractable epilepsy; MEDLINE","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":[0.0002878798,0.0001503026,0.0002200694,0.0004327387,0.0002179549,0.0002321138,0.00009957419,0.000192407,0.001067057],"category_scores_gemma":[0.00145603,0.00004856518,0.0002821648,0.000286809,0.0001270903,0.0002783545,0.0002040867,0.000189067,0.0001286495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009441398,"about_ca_system_score_gemma":0.0001865243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006823809,"about_ca_topic_score_gemma":0.001430431,"domain_scores_codex":[0.9998688,0.00003004218,0.00002252988,0.00002039958,0.00002752107,0.00003077344],"domain_scores_gemma":[0.9990669,0.0001458901,0.0005897572,0.00002077072,0.00004954675,0.0001271389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001982983,0.00002720091,0.989615,0.00002951911,0.00003696933,0.0005858453,0.00005032664,0.00003401872,0.0003132423,0.00001964535,0.0001188305,0.008971027],"study_design_scores_gemma":[0.00001173366,0.0002369712,0.9960057,0.00004991893,0.00003586554,0.002774055,0.0002024798,0.000101115,0.0001246762,0.00004600134,0.0004080191,0.000003607628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964098,0.002668221,0.00006744218,0.0001006272,0.00001671707,0.000003956697,0.00007032514,0.000002962542,0.0006598263],"genre_scores_gemma":[0.9990175,0.0006879677,0.00005333531,0.00004109643,0.00002883647,0.000002349446,0.0001058031,6.888891e-7,0.00006247209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067057,"threshold_uncertainty_score":0.003569603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855499382316386,"score_gpt":0.2643877368535399,"score_spread":0.2458327430303761,"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."}}