{"id":"W3113576314","doi":"10.1093/swr/svaa018","title":"Mental Health Consequences and Service Use of Older Adults at Risk of Financial Exploitation","year":2020,"lang":"en","type":"article","venue":"Social Work Research","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Mental health; Depression (economics); Psychological intervention; Finance; Psychology; Psychiatry; Elder abuse; Medicine; Suicide prevention; Gerontology; Poison control; Medical emergency; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007574647,0.0001808544,0.0002982668,0.0008182111,0.0007210087,0.0007049721,0.0001885157,0.0003670816,0.001445136],"category_scores_gemma":[0.005411005,0.0001690306,0.0004093854,0.000576376,0.0003377808,0.0005557185,0.0008254613,0.000674615,0.0001075119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465674,"about_ca_system_score_gemma":0.0003349945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00564177,"about_ca_topic_score_gemma":0.01002743,"domain_scores_codex":[0.9995672,0.0001537522,0.00006180151,0.00002932065,0.00008583794,0.0001020336],"domain_scores_gemma":[0.9976358,0.0003305636,0.001283288,0.00007335214,0.0002578732,0.0004190229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003069367,0.0000687238,0.9973807,0.00001110506,0.00002751901,0.00008593825,0.0005980606,0.0000119865,0.00004921868,0.00001139463,0.00005548792,0.001669105],"study_design_scores_gemma":[0.000002306308,0.00009785996,0.9975261,0.00001682696,0.00001221902,0.0001673033,0.001996934,0.00004061209,0.00002125241,0.00001843934,0.00009739063,0.000002697291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999427,0.0001434822,0.000009161704,0.00007199616,0.000003581622,0.000004651768,0.00005037521,4.621225e-7,0.0002892301],"genre_scores_gemma":[0.9996957,0.000130828,0.00001996956,0.00003091639,0.000006132363,0.000003580952,0.0000509312,2.413232e-7,0.00006181441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00564177,"threshold_uncertainty_score":0.01121783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140456860864191,"score_gpt":0.4102874383626974,"score_spread":0.2698305774985065,"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."}}