{"id":"W4400291626","doi":"10.1080/01634372.2024.2373289","title":"A Qualitative Study of Adult Protective Services Practitioners Responding to Allegations of Elder Abuse and Self-Neglect","year":2024,"lang":"en","type":"article","venue":"Journal of Gerontological Social Work","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Administration for Community Living; U.S. Department of Health and Human Services","keywords":"Neglect; Elder abuse; Psychology; Qualitative research; Psychiatry; Clinical psychology; Medicine; Medical emergency; Suicide prevention; Poison control; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009517423,0.0001032795,0.0003602156,0.0002618133,0.0004096914,0.00005150384,0.000167741,0.0001312345,0.00006898867],"category_scores_gemma":[0.0003537348,0.00007949306,0.0001135618,0.001537084,0.0001279055,0.00031403,0.00002575865,0.0002894611,0.00000204857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073849,"about_ca_system_score_gemma":0.0001232823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00043234,"about_ca_topic_score_gemma":0.001846436,"domain_scores_codex":[0.9975677,0.00112283,0.0004894651,0.0001555547,0.0004761162,0.0001883286],"domain_scores_gemma":[0.9981363,0.0008758858,0.0003703653,0.00004729008,0.0004700782,0.0001000953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004407574,0.0005559621,0.0005059128,0.00003653606,0.0003139422,0.00002342849,0.9918722,0.000002841121,0.0002356792,0.004222678,0.0001998844,0.001590206],"study_design_scores_gemma":[0.0007036301,0.002949178,0.009216673,0.0008444028,0.0002557372,0.000005298207,0.9750414,0.000002609915,0.0001830044,0.008886227,0.001708109,0.0002036999],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955202,0.0005404921,0.0002261713,0.001780957,0.0001286795,0.0004634733,0.000002655705,0.00002581328,0.001311568],"genre_scores_gemma":[0.998446,0.0001920983,0.001022642,0.00005900636,0.000176743,0.00001940606,1.94485e-7,0.000006688533,0.00007720287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01683074,"threshold_uncertainty_score":0.3241633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03962418945459679,"score_gpt":0.4039491705993883,"score_spread":0.3643249811447915,"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."}}