{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003439069,0.00007291837,0.0001347337,0.00008872184,0.0008735284,0.00001463526,0.0002990403,0.00003489982,0.00359065],"category_scores_gemma":[0.0000444133,0.00007873766,0.00007735811,0.0004672461,0.00009620471,0.0000663429,0.00004567081,0.0001274757,0.00002530413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108725,"about_ca_system_score_gemma":0.0001741476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00247441,"about_ca_topic_score_gemma":0.0006397983,"domain_scores_codex":[0.998638,0.0002475574,0.0001668553,0.0002139495,0.0004551614,0.0002784822],"domain_scores_gemma":[0.9994475,0.00007913844,0.00008487843,0.0002074589,0.00003418864,0.0001468076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001404216,0.001100358,0.05345258,0.0003101516,0.0001410375,0.0001175033,0.8771566,0.0001277311,0.004845472,0.006694663,0.04611768,0.008532042],"study_design_scores_gemma":[0.01107861,0.000308881,0.04983334,0.000214094,0.00008030516,0.00003400238,0.08139749,0.00002932051,0.002039419,0.003214891,0.8507491,0.001020606],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865745,0.0007183691,0.00003047632,0.001074124,0.0003212854,0.000246845,0.00000926026,0.00008153573,0.01094357],"genre_scores_gemma":[0.995636,0.0004474151,0.00008854138,0.0005936249,0.00009930201,0.00005655064,0.000003913469,0.00001120507,0.003063466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8046314,"threshold_uncertainty_score":0.9973202,"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."}}