{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006414497,0.0002825961,0.0002743615,0.0004807443,0.0004108076,0.0004552966,0.0003814157,0.0002801746,0.004263635],"category_scores_gemma":[0.003439295,0.000132238,0.0004174401,0.0001963556,0.0001516599,0.0004580517,0.0009742629,0.0003922193,0.0002732633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063249,"about_ca_system_score_gemma":0.0006329824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086566,"about_ca_topic_score_gemma":0.003836804,"domain_scores_codex":[0.999617,0.000201343,0.0000490443,0.00002645825,0.00005035668,0.00005567325],"domain_scores_gemma":[0.9991583,0.0002839797,0.0001998725,0.00003389132,0.0000901121,0.0002338559],"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":[0.002691909,0.01710442,0.1757856,0.002036557,0.0002094247,0.0005110608,0.004017733,0.0003286498,0.002542496,0.0001822535,0.009016232,0.7855737],"study_design_scores_gemma":[0.005884376,0.03921605,0.8777414,0.004294172,0.001141571,0.002321322,0.01487869,0.005361768,0.007393004,0.001220894,0.04043185,0.0001149006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910179,0.001407861,0.0007643366,0.0009082177,0.00006756304,0.0008083936,0.0001722749,0.00009567315,0.004757845],"genre_scores_gemma":[0.9897658,0.001678227,0.00540287,0.0005752596,0.00005070741,0.0008170158,0.000189244,0.000003133119,0.0015177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004263635,"threshold_uncertainty_score":0.01426327,"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."}}