{"id":"W1481567798","doi":"","title":"Elder abuse and mistreatment : policy, practice, and research","year":2006,"lang":"en","type":"book","venue":"Haworth Press eBooks","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elder abuse; Psychosocial; Neglect; Economic Justice; Domestic violence; Criminology; Medicine; Gerontology; Psychology; Psychiatry; Suicide prevention; Poison control; Political science; Medical emergency; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007282959,0.0002735246,0.0003202876,0.0002165997,0.0008180427,0.0002618685,0.000228791,0.0004788273,0.00002273326],"category_scores_gemma":[0.0001240828,0.0002621018,0.00006066875,0.00003481484,0.0009460921,0.0001151887,0.0001351142,0.0006192905,0.00001039972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688879,"about_ca_system_score_gemma":0.0009665702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03518087,"about_ca_topic_score_gemma":0.01238903,"domain_scores_codex":[0.9972998,0.0004901044,0.0002571495,0.0005641503,0.0007500082,0.0006387643],"domain_scores_gemma":[0.9982558,0.0007131426,0.0001467405,0.0003716701,0.0002498292,0.0002628469],"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":[0.0002183137,0.0002410715,0.0002467116,0.0003916544,0.0006003332,0.0006944689,0.1096829,4.397941e-7,0.00001109474,0.2138195,0.4932908,0.1808026],"study_design_scores_gemma":[0.0002925753,0.00009312394,0.00004793321,0.0003457783,0.00009430799,0.000009079849,0.0001635362,3.637545e-7,0.00003887427,0.00580916,0.9928524,0.0002528369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004210838,0.008126078,0.000002715996,0.0001870232,0.00006298033,0.0008069781,0.0000236168,0.0000794837,0.99029],"genre_scores_gemma":[0.0009869188,0.01160761,0.0001676713,0.0001718928,0.0009074034,0.0000992499,0.00001615835,0.00004938916,0.9859937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4995616,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06711714204693484,"score_gpt":0.3965892632990633,"score_spread":0.3294721212521284,"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."}}