{"id":"W2112989971","doi":"10.1155/2011/861484","title":"Evidence-Based Approaches to Remedy and Also to Prevent Abuse of Community-Dwelling Older Persons","year":2011,"lang":"en","type":"article","venue":"Nursing Research and Practice","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Alternative medicine; Elder abuse; Gerontology; Traditional medicine; Human factors and ergonomics; Poison control; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007772268,0.00007862637,0.0001310091,0.0002045156,0.001167415,0.0001125526,0.0002474507,0.00007375161,0.00002214635],"category_scores_gemma":[0.004626425,0.00007528767,0.00002019455,0.0005577471,0.0004499534,0.0005359094,0.00003718026,0.0005073437,0.000008010798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006901866,"about_ca_system_score_gemma":0.00019838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005214656,"about_ca_topic_score_gemma":0.0006781957,"domain_scores_codex":[0.9956576,0.003015083,0.0001361523,0.0001842701,0.0005914842,0.0004154713],"domain_scores_gemma":[0.9933832,0.00572498,0.00004723344,0.0002556004,0.0002261972,0.0003628168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008159202,0.001145706,0.0006459645,0.00007676978,0.00002647677,0.000004604103,0.9044247,0.000003314402,0.00224249,0.001447787,0.003465338,0.08570097],"study_design_scores_gemma":[0.001051013,0.00593822,0.01013471,0.01508868,0.0002090807,0.00002797407,0.8663942,0.0001123746,0.0490808,0.009825212,0.0412961,0.0008416888],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208236,0.0042425,0.0005807758,0.02481332,0.00007294432,0.0009188034,0.000002459057,0.00003255982,0.04851307],"genre_scores_gemma":[0.9923704,0.001358175,0.005505612,0.0003290593,0.00006317534,0.00002398442,6.060553e-7,0.00001050002,0.0003385161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08485927,"threshold_uncertainty_score":0.8978928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6538328922834915,"score_gpt":0.4854838423325983,"score_spread":0.1683490499508932,"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."}}