{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004537419,0.001101447,0.002092163,0.004724581,0.0009128824,0.002673045,0.0008447961,0.001754224,0.002519537],"category_scores_gemma":[0.009690714,0.0004267775,0.001842309,0.004195001,0.0009905881,0.00257089,0.001940331,0.001612247,0.0003762186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069597,"about_ca_system_score_gemma":0.009182629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008925773,"about_ca_topic_score_gemma":0.01532158,"domain_scores_codex":[0.9978346,0.001021718,0.0004468632,0.0001742265,0.0003930421,0.0001295195],"domain_scores_gemma":[0.9963517,0.002320239,0.0005665028,0.00006569197,0.0005647909,0.0001309957],"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":[0.00008342586,0.00006556838,0.004155471,0.1492095,0.0009488885,0.0002883848,0.001616639,0.0004227295,0.0001631358,0.00979769,0.01107742,0.8221712],"study_design_scores_gemma":[0.00007159535,0.0002572307,0.01836684,0.6134175,0.004936846,0.003536779,0.007787375,0.0003791127,0.0003771162,0.009364334,0.3414238,0.00008139133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002472265,0.9982931,0.00005941408,0.0009340343,0.0000665646,0.000008969106,0.00001202795,0.0000014146,0.0003771803],"genre_scores_gemma":[0.002907791,0.9965821,0.0001573933,0.0002103442,0.00005533552,0.00001793002,0.00001568471,6.249554e-7,0.00005281859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008925773,"threshold_uncertainty_score":0.02399647,"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."}}