{"id":"W4406224889","doi":"10.1002/alz.092332","title":"Digital Elder Abuse Intervention for Early Detection of Abuse in Older Adults Living with Dementia","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elder abuse; Dementia; Intervention (counseling); Psychiatry; Psychology; Gerontology; Medicine; Clinical psychology; Medical emergency; Suicide prevention; Poison control; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0003256697,0.00015064,0.0001569338,0.0002163364,0.0001367668,0.0001803198,0.000173528,0.00009464877,0.0001507009],"category_scores_gemma":[0.00001817347,0.0001428234,0.0001406921,0.0004415302,0.00008927907,0.0009433908,0.00002166256,0.0001115384,0.00002167614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001166866,"about_ca_system_score_gemma":0.00004207097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287312,"about_ca_topic_score_gemma":0.01177274,"domain_scores_codex":[0.9986261,0.00007039085,0.0003504093,0.0003415712,0.0002627408,0.0003488195],"domain_scores_gemma":[0.999472,0.0001251651,0.0000946026,0.0001490951,0.00009528695,0.00006379864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003094145,0.0008923436,0.08320145,0.0001715702,0.01281071,0.0000203361,0.1736453,0.000007714596,0.001073452,0.0005709717,0.0004029505,0.7268938],"study_design_scores_gemma":[0.01585443,0.007573252,0.5681858,0.03570877,0.06651678,0.00002569782,0.05171369,0.002346837,0.181215,0.002974949,0.06227374,0.00561098],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435354,0.04859344,0.005471279,0.00002709765,0.0004274725,0.0007806471,0.000007379262,0.0001181168,0.001039117],"genre_scores_gemma":[0.9990558,0.0003766196,0.0002620921,0.00001822022,0.00009523791,0.0001205096,0.000007118274,0.00003075621,0.00003361843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7212828,"threshold_uncertainty_score":0.6569466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315541370462371,"score_gpt":0.2722341923839647,"score_spread":0.259078778679341,"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."}}