{"id":"W4386858425","doi":"10.1111/epi.17728","title":"Health equity integrated epilepsy care and research: A narrative review","year":2023,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Aging; National Institute of Neurological Disorders and Stroke; Icahn School of Medicine at Mount Sinai","keywords":"Health equity; Epilepsy; Health care; Equity (law); Ethnic group; Socioeconomic status; Medicine; Psychological intervention; Gerontology; Psychology; Nursing; Political science; Public health; Population; Psychiatry; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003590082,0.000839093,0.005302451,0.0008480468,0.0005408803,0.00009479066,0.00042229,0.000438048,0.0003122816],"category_scores_gemma":[0.002032406,0.000563437,0.0007837184,0.0025986,0.0005023552,0.00009009722,0.0008054845,0.00294131,0.001550103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916867,"about_ca_system_score_gemma":0.005654687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004240023,"about_ca_topic_score_gemma":0.0001875879,"domain_scores_codex":[0.9916977,0.00241387,0.001399243,0.001365511,0.001555888,0.001567741],"domain_scores_gemma":[0.9950528,0.001075552,0.0004156712,0.001306702,0.0007722739,0.001377063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003153892,0.0000883414,0.00002986591,0.2206795,0.0004425457,0.0004021788,0.0006794478,2.765185e-9,1.799051e-8,0.0002009478,0.1072594,0.6701863],"study_design_scores_gemma":[0.0004506143,0.00211595,0.00005058242,0.2760045,0.0004450183,0.0002003238,0.0006256424,7.031468e-7,1.275651e-7,0.0000711825,0.7197731,0.000262325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003715635,0.9828365,0.00000270674,0.002636212,0.0001740335,0.008191361,0.0004418667,0.0002651122,0.005448452],"genre_scores_gemma":[0.000009246824,0.9905824,0.0003577313,0.0003748357,0.0003106969,0.001805061,0.002995777,0.0001897166,0.003374521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.669924,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3093239242597304,"score_gpt":0.547817625318646,"score_spread":0.2384937010589155,"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."}}