{"id":"W4387015975","doi":"10.1007/978-3-031-34888-4","title":"The Worldwide Face of Elder Abuse","year":2023,"lang":"en","type":"book","venue":"","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Face (sociological concept); Elder abuse; Psychology; Medicine; Sociology; Medical emergency; Suicide prevention; Poison control; Social 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":[0.0003818438,0.000112151,0.0001757048,0.00005566459,0.000367723,0.00003564539,0.0005040728,0.0001920652,0.0005178677],"category_scores_gemma":[0.00007149996,0.00007391323,0.0001377792,0.0001693262,0.0003115018,0.000039867,0.00003814704,0.000206002,0.0005917135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005107738,"about_ca_system_score_gemma":0.0005083104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008011989,"about_ca_topic_score_gemma":0.0450222,"domain_scores_codex":[0.9989217,0.00007611251,0.0001964918,0.0001615644,0.0003832751,0.0002608817],"domain_scores_gemma":[0.9987559,0.0007407484,0.0001072644,0.0002705668,0.00007013411,0.00005539719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000596176,0.000008118566,0.00002311307,0.00001255665,0.00008233145,0.00000515766,0.01965132,4.237596e-7,0.000003466297,0.0685836,0.900609,0.01101502],"study_design_scores_gemma":[0.00004094963,0.00001280913,0.00001624268,0.0001400003,0.00002390458,6.821961e-8,0.001024246,3.108579e-7,0.00004804147,0.0237712,0.974815,0.0001072666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004570915,0.00132043,0.00001851959,0.0005349652,0.0004432439,0.0002143086,0.000003412921,0.0001282592,0.9972911],"genre_scores_gemma":[0.0001542052,0.01712112,0.0000164186,0.000130857,0.000242877,0.000009074166,0.000003135477,0.00002393863,0.9822984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07420602,"threshold_uncertainty_score":0.9724036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797828394632275,"score_gpt":0.3067512549992517,"score_spread":0.2787729710529289,"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."}}