{"id":"W4405976405","doi":"10.1093/geroni/igae098.0724","title":"SELF-NEGLECT CO-OCCURS WITH AND IS A RISK FACTOR FOR ELDER MISTREATMENT","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; Psychology; Factor (programming language); Risk factor; Medical emergency; Medicine; Psychiatry; Computer science; Internal medicine","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":[0.001240453,0.0002290669,0.0003320232,0.001342394,0.0008097763,0.000676379,0.0003447779,0.0004003971,0.005633499],"category_scores_gemma":[0.01241038,0.0002142076,0.000653857,0.001716198,0.0003402763,0.0006784131,0.0008083154,0.0006360736,0.0002589942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121364,"about_ca_system_score_gemma":0.0009017444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009767738,"about_ca_topic_score_gemma":0.009187102,"domain_scores_codex":[0.9986343,0.0005953828,0.0002024442,0.0001209593,0.0002333357,0.0002135126],"domain_scores_gemma":[0.9867569,0.002824549,0.007786171,0.0009270353,0.0008515932,0.0008536985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002319906,0.00002367057,0.9985329,0.000008622723,0.00002566751,0.0001275972,0.00006168301,0.00001281432,0.00001919821,0.00001821171,0.00006170484,0.001084826],"study_design_scores_gemma":[0.000001522065,0.00004697131,0.9975352,0.00004689553,0.00003056697,0.001207961,0.0005054363,0.0003097219,0.00005242078,0.00007213584,0.0001871488,0.000003911448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973319,0.0007896005,0.0003351352,0.0002474659,0.00001767742,0.00001555904,0.0002566055,0.000007139319,0.0009988932],"genre_scores_gemma":[0.9993641,0.0002174554,0.0001195681,0.00002892518,0.00001700954,0.000006033681,0.000140261,0.000001182353,0.0001054249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009767738,"threshold_uncertainty_score":0.01942176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611620787326087,"score_gpt":0.3422758361081952,"score_spread":0.3161596282349344,"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."}}