{"id":"W4405961741","doi":"10.1093/geroni/igae098.2063","title":"UNDERSTANDING SEVERITY OF ELDER MISTREATMENT: FINDINGS FROM THE CANADIAN LONGITUDINAL STUDY ON AGING","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":"Psychology; Gerontology; Elder abuse; Longitudinal study; Medicine; Medical emergency; Human factors and ergonomics; Poison control; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005443045,0.0004814734,0.0006746443,0.00314969,0.005623993,0.002029681,0.002190364,0.0006508547,0.001441412],"category_scores_gemma":[0.01665419,0.0004128711,0.001129418,0.007359222,0.00103603,0.001248212,0.0027901,0.001701048,0.0001808901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01914684,"about_ca_system_score_gemma":0.03229574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904881,"about_ca_topic_score_gemma":0.9940321,"domain_scores_codex":[0.9974299,0.0003479276,0.0002266679,0.0003167012,0.001031335,0.0006474514],"domain_scores_gemma":[0.9889089,0.0008134239,0.002031848,0.0004585349,0.006254636,0.001532589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003315053,0.0000377088,0.9852023,0.00006950455,0.00006053416,0.00003416294,0.006012589,0.0000458408,0.00002983185,0.0001595555,0.001613639,0.006701172],"study_design_scores_gemma":[0.000002187464,0.0000102185,0.9933568,0.00006522561,0.00002148444,0.00001712107,0.005565157,0.0001017561,0.0000102388,0.00004421407,0.0007946019,0.00001107979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856502,0.002278563,0.0002147848,0.001659109,0.00005163016,0.0001445407,0.005105014,0.000009699133,0.004886537],"genre_scores_gemma":[0.9946161,0.001615437,0.0003469103,0.0003504767,0.00001804943,0.00007763693,0.002365852,0.000006830828,0.0006028552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914684,"threshold_uncertainty_score":0.1389207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1832839154813996,"score_gpt":0.375093328163575,"score_spread":0.1918094126821754,"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."}}