{"id":"W2946519191","doi":"10.1007/978-1-59259-921-9_2","title":"Elder Abuse","year":2006,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Elder abuse; Neglect; Spouse; Domestic violence; Medicine; Scrutiny; Population; Sexual abuse; Child abuse; Psychiatry; Psychological abuse; Psychology; Poison control; Suicide prevention; Medical emergency; Political science; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001495727,0.000308916,0.0003285824,0.0001122564,0.0005036932,0.0001069453,0.0004930633,0.0005132916,0.0009194709],"category_scores_gemma":[0.000005114029,0.0003250367,0.0002202153,0.000004648375,0.0003940412,0.00005963499,0.00005547584,0.0004022839,0.0001552781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006508319,"about_ca_system_score_gemma":0.00009864452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006063553,"about_ca_topic_score_gemma":0.01249409,"domain_scores_codex":[0.9983402,0.0000475546,0.0002887882,0.0004227263,0.000480514,0.0004202356],"domain_scores_gemma":[0.9990994,0.00006123105,0.0001739172,0.0004512156,0.00009079254,0.0001234542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001040209,0.00001379354,5.922575e-7,0.00003217669,0.0001023471,0.0000817711,0.01268334,5.333777e-7,0.000002467918,0.8192944,0.1252989,0.04247927],"study_design_scores_gemma":[0.0001325405,0.00002310764,0.000002443534,0.0002482806,0.00009766631,6.72322e-7,0.00001868165,2.852592e-7,0.0000605161,0.02679634,0.9722399,0.0003795623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002634203,0.009262748,0.00001720483,0.000008998046,0.0003317656,0.0003860341,0.00001120033,0.0002516574,0.9897041],"genre_scores_gemma":[0.001165199,0.003768633,0.00003521837,0.0002079515,0.001178988,0.00002475697,0.00001367139,0.00007932785,0.9935263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.846941,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07458083562565157,"score_gpt":0.2994697840929805,"score_spread":0.2248889484673289,"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."}}