{"id":"W4407820788","doi":"10.1080/01634372.2025.2468314","title":"“I Feel Like a Somebody Again”: Ethics of Care at a Shelter for Older Adults Fleeing Abuse in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; Toronto Metropolitan University; University of Calgary; Simon Fraser University","funders":"Social Sciences and Humanities Research Council","keywords":"Elder abuse; Psychology; Criminology; Gerontology; Medicine; Nursing; Psychiatry; Medical emergency; Suicide prevention; Poison control","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007339643,0.0001334361,0.0005291948,0.00008101841,0.0006442746,0.0000259993,0.0003596664,0.0003557049,0.00008033059],"category_scores_gemma":[0.0005735368,0.0001095191,0.0002514812,0.0005298207,0.0001564491,0.000090984,0.00004315556,0.0006044158,6.305501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393479,"about_ca_system_score_gemma":0.001806447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1173634,"about_ca_topic_score_gemma":0.9303418,"domain_scores_codex":[0.9978704,0.0003892859,0.0006060917,0.000169227,0.0005248243,0.0004401356],"domain_scores_gemma":[0.9979011,0.001172347,0.0003570339,0.00007272805,0.0003909027,0.0001058279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.004533966,0.0004914789,0.2431157,0.0005043962,0.0003841876,0.0002698563,0.61923,0.00006934293,0.0001368002,0.003629524,0.03025751,0.09737722],"study_design_scores_gemma":[0.01244782,0.0009080383,0.5783526,0.007604215,0.0004342066,0.000007046918,0.2713021,0.00002179772,0.000559721,0.006367514,0.1206547,0.001340197],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870284,0.003721356,0.0001244125,0.006157286,0.0007219107,0.0003191618,0.000004779632,0.000008409112,0.001914309],"genre_scores_gemma":[0.997541,0.0003961926,0.0003325619,0.001112028,0.0002935988,0.0000119019,0.000001198866,0.000006652886,0.0003048944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8129784,"threshold_uncertainty_score":0.8885142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557932871190098,"score_gpt":0.3301787705653927,"score_spread":0.3045994418534917,"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."}}