{"id":"W4390064883","doi":"10.1093/geroni/igad104.0453","title":"DEVELOPING A SCALE TO MEASURE NEGLECT SEVERITY: THE HEALTH-RELATED SEVERITY IN ELDER NEGLECT SCALE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Neglect; Scale (ratio); Construct (python library); Intervention (counseling); Psychology; Medicine; Clinical psychology; Construct validity; Face validity; Psychiatry; Gerontology; Psychometrics","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":[0.005195679,0.000588085,0.0006460084,0.002851624,0.0007872604,0.0008784981,0.0009087169,0.0006141979,0.004284142],"category_scores_gemma":[0.01530514,0.000431975,0.001998442,0.001126754,0.0004222639,0.001303058,0.002202716,0.001453012,0.0007085928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318939,"about_ca_system_score_gemma":0.001821122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324203,"about_ca_topic_score_gemma":0.005333882,"domain_scores_codex":[0.9967712,0.000895101,0.0008410187,0.0001282088,0.001163967,0.0002004585],"domain_scores_gemma":[0.9927821,0.001718189,0.001720328,0.000285373,0.002833531,0.00066051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006478195,0.001971348,0.6900626,0.001173039,0.0006200437,0.0003883014,0.005399668,0.002830585,0.004024653,0.002311543,0.03523422,0.2553362],"study_design_scores_gemma":[0.0003723629,0.001306406,0.958868,0.0008393942,0.000211439,0.0005526351,0.004244041,0.0102577,0.001795711,0.003146427,0.01822495,0.0001808691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417258,0.0007611272,0.02075046,0.001506903,0.0003267851,0.01142273,0.004613338,0.0002943646,0.01859854],"genre_scores_gemma":[0.8541873,0.001243032,0.1130899,0.0008014346,0.0001402961,0.01942666,0.007180807,0.00005418158,0.003876473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005195679,"threshold_uncertainty_score":0.02747768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054862295866456,"score_gpt":0.3399562339867485,"score_spread":0.2894076110280839,"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."}}