{"id":"W4293207036","doi":"10.1024/1662-9647/a000301","title":"Abuse of Marginalized Older Adults During COVID-19","year":2022,"lang":"en","type":"article","venue":"GeroPsych","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; Simon Fraser University","funders":"","keywords":"Mental health; Anxiety; Marital status; Social support; Gerontology; Medicine; Ethnic group; Psychology; Logistic regression; Depression (economics); Sexual abuse; Poison control; Clinical psychology; Demography; Psychiatry; Suicide prevention; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004286273,0.0001800105,0.0001609727,0.0006797276,0.001076675,0.0005562466,0.000369507,0.0002524913,0.0009598676],"category_scores_gemma":[0.001904829,0.0001403248,0.0002310531,0.0009335761,0.0003608555,0.0003215806,0.0008951008,0.0004911656,0.00009368182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210409,"about_ca_system_score_gemma":0.001457803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3696504,"about_ca_topic_score_gemma":0.5087726,"domain_scores_codex":[0.999612,0.0000695282,0.00003624223,0.00004045944,0.00008944309,0.0001523452],"domain_scores_gemma":[0.9992349,0.00003799386,0.000383029,0.00003358035,0.0001535083,0.0001568472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000204918,0.00001048713,0.9976308,0.0000106874,0.00001372978,0.00005559009,0.0007194842,0.000007256758,0.00005043067,0.000008021644,0.0001580705,0.001314865],"study_design_scores_gemma":[6.444699e-7,0.00001258536,0.998172,0.00001534207,0.000003696423,0.00006911431,0.001527069,0.00001855426,0.0000144517,0.00000427072,0.0001606714,0.000001670681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987957,0.0001794341,0.00001864417,0.00006392071,0.000005003918,0.00001437771,0.0004974978,0.000001081562,0.0004241732],"genre_scores_gemma":[0.9993728,0.0001486385,0.00002588157,0.00003683228,0.000004156668,0.00000840727,0.0003120382,3.948772e-7,0.00009089027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3696504,"threshold_uncertainty_score":0.7349976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339652475396579,"score_gpt":0.3202883844009214,"score_spread":0.2968918596469556,"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."}}