{"id":"W4409491190","doi":"10.1016/j.yebeh.2025.110430","title":"Long-term seizure and quality of life outcomes of an epilepsy surgery program in Cape Town, South Africa","year":2025,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Epilepsy; Cape; Quality of life (healthcare); Term (time); Medicine; Geography; Psychiatry; Nursing; Archaeology","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":[0.000425364,0.000521776,0.0004472366,0.001003908,0.002042583,0.001398647,0.0006860024,0.0004125037,0.001829092],"category_scores_gemma":[0.001796317,0.0003736082,0.0005327991,0.001928436,0.0009356866,0.0008947005,0.001246584,0.001091745,0.0002150939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00495458,"about_ca_system_score_gemma":0.004564187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.300399,"about_ca_topic_score_gemma":0.4192974,"domain_scores_codex":[0.9994717,0.00009543083,0.00003837493,0.00005099692,0.00005033031,0.0002931962],"domain_scores_gemma":[0.999043,0.00006439298,0.0002767764,0.00001692829,0.00009840044,0.0005004039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007205165,0.001799733,0.9731429,0.0001634534,0.0001936669,0.003339702,0.008314543,0.0002534459,0.00115963,0.0002323374,0.0008340254,0.009846147],"study_design_scores_gemma":[0.0001415872,0.0005815005,0.9855364,0.0001028576,0.00006703291,0.0003691831,0.01237538,0.000170229,0.00009559598,0.00006606495,0.0004688982,0.00002530096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993644,0.00005835892,0.000008932781,0.0001341379,0.000004713067,0.00002663705,0.00009946482,6.68216e-7,0.0003026162],"genre_scores_gemma":[0.9992943,0.0001207398,0.00003096118,0.00005189765,0.000004026475,0.00003341029,0.0001068247,8.667729e-7,0.0003568502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.300399,"threshold_uncertainty_score":0.5973009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06551052673464726,"score_gpt":0.3761854155679065,"score_spread":0.3106748888332593,"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."}}