{"id":"W4319827481","doi":"10.1371/journal.pone.0280826","title":"Factors associated with elder abuse and neglect in rural Uganda: A cross-sectional study of community older adults attending an outpatient clinic","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Fogarty International Center; National Institutes of Health","keywords":"Elder abuse; Neglect; Medicine; Psychological abuse; Physical abuse; Cross-sectional study; Sexual abuse; Psychiatry; Poison control; Suicide prevention; Outpatient clinic; Injury prevention; Occupational safety and health; Gerontology; Clinical psychology; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.0006596546,0.000124888,0.0002824328,0.0001775511,0.0005489426,0.00005111529,0.0001786503,0.0001149281,0.00007143078],"category_scores_gemma":[0.0002904574,0.0001076866,0.00002953635,0.0007562428,0.0001599538,0.0002624039,0.00004611395,0.0003935206,0.000003661067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008112055,"about_ca_system_score_gemma":0.00005271737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00795842,"about_ca_topic_score_gemma":0.08809245,"domain_scores_codex":[0.9979716,0.0007287633,0.0003136256,0.0001592165,0.0005215798,0.0003052208],"domain_scores_gemma":[0.9988956,0.0005530478,0.0001449447,0.0001679035,0.0001457936,0.00009268944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007790773,0.003569577,0.7936643,0.00001203239,0.0001164953,0.000001426812,0.2024287,0.00000123338,0.00006908054,0.000001193737,0.000004413004,0.00005363293],"study_design_scores_gemma":[0.001591434,0.001254502,0.948826,0.0003310429,0.00003621326,3.326289e-8,0.04764451,0.00001688825,0.0001507631,0.00002546355,2.53148e-7,0.0001228559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991361,0.00002234468,2.427135e-7,0.00001048629,0.00003905461,0.0005714257,0.00001131529,0.00009829807,0.0001107401],"genre_scores_gemma":[0.9997176,0.00006326711,0.000003209452,0.00001844777,0.00002409503,0.00003076932,0.0000281171,0.0000158074,0.00009866698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551618,"threshold_uncertainty_score":0.9986477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437356128545192,"score_gpt":0.3504323245218777,"score_spread":0.2066967116673585,"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."}}