{"id":"W3037453994","doi":"10.1177/0733464820933432","title":"Exploring Risk of Elder Abuse Revictimization: Development of a Model to Inform Community Response Interventions","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Elder abuse; Poison control; Psychological intervention; Suicide prevention; Population; Multidisciplinary approach; Human factors and ergonomics; Injury prevention; Psychology; Intervention (counseling); Medicine; Occupational safety and health; Gerontology; Environmental health; Psychiatry; Sociology","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":[0.001417007,0.00007370803,0.0003312727,0.0001372773,0.000267862,0.00000629788,0.0003258348,0.00006200019,0.00006052328],"category_scores_gemma":[0.0003258002,0.00006979224,0.0001202073,0.0003214448,0.000086944,0.0001744186,0.0000537951,0.0002876545,0.000003707526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006400178,"about_ca_system_score_gemma":0.0002923465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005554713,"about_ca_topic_score_gemma":0.001018689,"domain_scores_codex":[0.9985622,0.0002545566,0.0007683214,0.00005807105,0.0002134635,0.0001433749],"domain_scores_gemma":[0.9986384,0.0002353028,0.0006269398,0.0001174843,0.0002466191,0.0001352741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002854556,0.0002350698,0.0005096472,0.0001014109,0.0002241315,0.000002474208,0.9655824,0.004960102,0.001643348,0.001672237,0.0003132361,0.0219014],"study_design_scores_gemma":[0.017686,0.0104026,0.05629891,0.006132975,0.002248395,0.00004676675,0.6707683,0.003107533,0.1386661,0.01454945,0.07730173,0.002791213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564403,0.0001322773,0.04039146,0.0005066798,0.00006488872,0.0001434531,0.000001694327,0.00000925389,0.002310044],"genre_scores_gemma":[0.9688678,0.0004385012,0.03048547,0.0001515323,0.00002779653,0.00000937904,4.069149e-7,0.00000586324,0.00001328069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2948141,"threshold_uncertainty_score":0.2846045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3649113323032316,"score_gpt":0.3885309158110683,"score_spread":0.02361958350783666,"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."}}