{"id":"W4390082373","doi":"10.1093/geroni/igad104.1156","title":"EFFECT OF RISE ON REPEAT ELDER ABUSE AND SELF-NEGLECT INVESTIGATIONS BY ADULT PROTECTIVE SERVICES","year":2023,"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; Medicine; Observational study; Proxy (statistics); Intervention (counseling); Psychiatry; Internal medicine; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00537008,0.0002846408,0.0004515193,0.0005477141,0.0005700784,0.0006764908,0.001041631,0.0006800778,0.00320513],"category_scores_gemma":[0.0290067,0.0002448082,0.001312539,0.0005853064,0.0007359977,0.0006496725,0.002108398,0.001183108,0.0001565578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229314,"about_ca_system_score_gemma":0.001423793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827083,"about_ca_topic_score_gemma":0.01994192,"domain_scores_codex":[0.9868556,0.01049641,0.0003660194,0.0006934603,0.0007167174,0.0008719107],"domain_scores_gemma":[0.9748171,0.01261861,0.008027371,0.001455989,0.0008721231,0.002208832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004888631,0.003368994,0.9584246,0.0001273802,0.0006722531,0.0002083316,0.0006635365,0.001196117,0.0003293877,0.0003122174,0.0006620874,0.0291464],"study_design_scores_gemma":[0.0002137049,0.009769012,0.9852574,0.00006472805,0.0004038273,0.0001455165,0.00098085,0.002279532,0.0003798398,0.0001657997,0.0003271796,0.00001254886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991283,0.0001162979,0.00008034814,0.0001619445,0.000007677193,0.00002771511,0.00009343428,0.000006378033,0.000377993],"genre_scores_gemma":[0.9995613,0.00005184393,0.0001026111,0.00004058828,0.000009530145,0.00002394423,0.00005265539,0.000001118886,0.0001564627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01827083,"threshold_uncertainty_score":0.03632897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045979821375776,"score_gpt":0.3007033475000696,"score_spread":0.2902435492863119,"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."}}