{"id":"W4205731426","doi":"10.1111/epi.17133","title":"Epilepsy‐related stigma and attitudes: Systematic review of screening instruments and interventions ‐ Report by the International League Against Epilepsy Task Force on Stigma in Epilepsy","year":2022,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Great Ormond Street Hospital for Children; University College London; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Cumming School of Medicine, University of Calgary; University of Calgary; World Health Organization","keywords":"Psychological intervention; Stigma (botany); Psychology; Systematic review; Epilepsy; Intervention (counseling); Clinical psychology; Social stigma; MEDLINE; Medicine; Psychiatry; Family medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02352753,0.002230134,0.01100301,0.01348292,0.0008851974,0.00299492,0.001934557,0.002151098,0.005541144],"category_scores_gemma":[0.07600386,0.00130061,0.01475268,0.01139288,0.001066998,0.002656986,0.002156327,0.001540079,0.0003571832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005143875,"about_ca_system_score_gemma":0.02043963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100905,"about_ca_topic_score_gemma":0.03046409,"domain_scores_codex":[0.9817884,0.007269416,0.006268347,0.001028973,0.003172147,0.0004728461],"domain_scores_gemma":[0.9546733,0.03028539,0.009160464,0.0007276259,0.0047943,0.0003588784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002963461,0.00002087749,0.0006628546,0.9531118,0.01248713,0.00003467793,0.0001334446,0.00006736064,0.00008426685,0.0001002731,0.0009486821,0.03205222],"study_design_scores_gemma":[0.0005174956,0.0002013969,0.00449969,0.8871886,0.09909514,0.0001384537,0.0002109937,0.00006419216,0.0001755812,0.0001854824,0.007685397,0.00003758373],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001299441,0.9959959,0.0002351557,0.0003782582,0.0001210287,0.0009482849,0.0007141843,0.00001307339,0.000294642],"genre_scores_gemma":[0.02133124,0.9735379,0.001380883,0.0006445633,0.00008738228,0.002325978,0.000554617,0.00001079912,0.0001266457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02352753,"threshold_uncertainty_score":0.124427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05631678019529637,"score_gpt":0.3701328071802965,"score_spread":0.3138160269850001,"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."}}