{"id":"W2297530435","doi":"10.1093/geront/gnw004","title":"Elder Abuse: Global Situation, Risk Factors, and Prevention Strategies","year":2016,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":752,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Aging","keywords":"Elder abuse; Intervention (counseling); Medicine; Perspective (graphical); Psychology; Gerontology; Public relations; Political science; Poison control; Suicide prevention; Nursing; Environmental health; Computer science","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":[0.0005950232,0.0002618635,0.0005888219,0.00002489741,0.000724429,0.0001613428,0.0004322445,0.0003303328,0.0001969854],"category_scores_gemma":[0.0001326355,0.0001298693,0.0002061255,0.0001589426,0.000644223,0.000221524,0.00004155356,0.0001829557,0.0000686821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395881,"about_ca_system_score_gemma":0.0004442008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005987287,"about_ca_topic_score_gemma":0.03924357,"domain_scores_codex":[0.9977929,0.001046073,0.0003050879,0.0003048467,0.0002204647,0.0003306077],"domain_scores_gemma":[0.9988521,0.0003480342,0.0003876421,0.0002984063,0.0000473101,0.00006646498],"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":[0.000002760559,0.00001448695,0.0001513322,0.0002115162,0.0001127263,0.000001314276,0.003888285,2.006796e-8,1.272769e-8,0.007022203,0.001184977,0.9874104],"study_design_scores_gemma":[0.00007553683,0.00004412625,0.0002752698,0.002133677,0.00045139,0.000002839864,0.0014699,3.990298e-8,1.055044e-7,0.01778741,0.9775328,0.0002268888],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002446474,0.9865757,0.0005701625,0.00005842288,0.000273444,0.0005700108,0.00003846288,0.0001018148,0.01156735],"genre_scores_gemma":[0.000905657,0.9978846,0.00003488571,0.000007656072,0.0002421507,0.00003959074,0.00001438555,0.00001042804,0.0008606513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871835,"threshold_uncertainty_score":0.9782878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08580728883775769,"score_gpt":0.4096149386717317,"score_spread":0.323807649833974,"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."}}