{"id":"W4405966216","doi":"10.1093/geroni/igae098.2918","title":"A QUALITATIVE STUDY OF ADULT PROTECTIVE SERVICES PRACTITIONERS RESPONDING TO CASES OF ELDER ABUSE AND SELF-NEGLECT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Elder abuse; Qualitative research; Psychology; Psychiatry; Clinical psychology; Medicine; Medical emergency; Suicide prevention; Poison control; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008034179,0.00006652225,0.0001222682,0.001319476,0.0001014629,0.000038242,0.00006366784,0.00003465317,0.00001017124],"category_scores_gemma":[0.0002764707,0.0000668957,0.00001018564,0.005301842,0.00003515431,0.0004171535,0.00001798426,0.0001065326,0.000001175692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006716063,"about_ca_system_score_gemma":0.00008581953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00537622,"about_ca_topic_score_gemma":0.005549488,"domain_scores_codex":[0.998794,0.0003393368,0.0003364204,0.0001853475,0.0002300165,0.0001148754],"domain_scores_gemma":[0.9989557,0.0004728318,0.0001254994,0.00006565567,0.0003646287,0.00001570158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004012911,0.0001204201,0.002004139,0.0001185909,0.00003996641,0.00001022347,0.9834094,0.000007523173,0.003545357,0.009864933,0.00001187459,0.0008274298],"study_design_scores_gemma":[0.0003051882,0.0003301443,0.00146494,0.001421154,0.00001846593,0.000001746869,0.9864296,0.00004246819,0.007009849,0.00261513,0.0002392303,0.0001220355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978552,0.00007297284,0.0001499521,0.0002991485,0.00006363099,0.0005996856,0.000002651073,0.00005107541,0.0009056863],"genre_scores_gemma":[0.9993466,0.00003540437,0.0003981646,0.00007214228,0.00002663742,0.00007566541,0.000001042878,0.000007331374,0.00003703994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007249803,"threshold_uncertainty_score":0.8127272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347920311825486,"score_gpt":0.4076064680411828,"score_spread":0.3728144368586342,"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."}}