{"id":"W4409895790","doi":"10.1017/cjn.2025.67","title":"Epilepsy, Aging and Global Disparities: A Role for Mitochondrial Therapies?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Krembil Foundation","funders":"","keywords":"Epilepsy; Ageing; Medicine; Neuroscience; Psychology; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001854487,0.0001891111,0.0006716371,0.0006028561,0.0006055402,0.00138479,0.0002493832,0.000801157,0.01270391],"category_scores_gemma":[0.00445195,0.00009299072,0.0005885115,0.00114723,0.0006162648,0.001555473,0.000699036,0.0007675607,0.0003262877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008164805,"about_ca_system_score_gemma":0.001893507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01751688,"about_ca_topic_score_gemma":0.04228924,"domain_scores_codex":[0.9994456,0.0002122758,0.00004922669,0.00007074555,0.00008028518,0.0001418245],"domain_scores_gemma":[0.99826,0.0006177024,0.0005020947,0.0001170696,0.0002010304,0.0003022201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001693625,0.0003228209,0.586064,0.002604148,0.002064337,0.0006562719,0.002409427,0.0001772359,0.0007329681,0.03491355,0.03212364,0.3362379],"study_design_scores_gemma":[0.0001635118,0.0004771464,0.8842787,0.00529985,0.0017643,0.0006090594,0.006596981,0.0001908654,0.0003031609,0.023334,0.07693055,0.00005185299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3606167,0.3510779,0.0008304722,0.2346274,0.001679176,0.00007389282,0.002728746,0.00002547159,0.04834028],"genre_scores_gemma":[0.8851295,0.09312125,0.0006910827,0.01474043,0.001895407,0.00004664143,0.0006347147,0.00001417749,0.003726786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751688,"threshold_uncertainty_score":0.04249877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361267112148908,"score_gpt":0.2908324112753711,"score_spread":0.2672197401538821,"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."}}