{"id":"W2597624671","doi":"","title":"Ethical issues experienced by healthcare workers in nursing homes: Literature review","year":2014,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Nursing; Ethical issues; Burnout; Nursing ethics; Health care; Work (physics); Engineering ethics; Medicine; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002928587,0.0002652732,0.0006266605,0.0006001227,0.001243518,0.0000349974,0.000573701,0.0008220639,0.0005432367],"category_scores_gemma":[0.0007195314,0.0002623644,0.0001466887,0.002424626,0.0004016606,0.0002993281,0.0002030209,0.004497848,0.0001250092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000643929,"about_ca_system_score_gemma":0.0006784986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004015492,"about_ca_topic_score_gemma":0.0001729346,"domain_scores_codex":[0.9924819,0.003811283,0.0004688593,0.0007024603,0.001119028,0.001416438],"domain_scores_gemma":[0.9972267,0.0007254869,0.0001531197,0.0006126946,0.000692502,0.0005894773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003213509,0.000200587,0.01927001,0.003033766,0.00002273999,0.0003707817,0.01935871,7.764444e-7,0.00004893027,0.007978706,0.9392031,0.01019057],"study_design_scores_gemma":[0.002488593,0.0007731246,0.02490724,0.06537636,0.00004233042,0.00001165594,0.1583794,0.00001711848,0.00004770308,0.0009110905,0.7461846,0.0008607766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2969521,0.04142405,0.0002251537,0.5911202,0.002004936,0.005805228,0.0002344912,0.0007072447,0.06152656],"genre_scores_gemma":[0.9182609,0.05058884,0.0004096589,0.001625961,0.0005012979,0.00002773734,0.0004344682,0.00006874208,0.02808241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6213088,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611036126662693,"score_gpt":0.4360933821936952,"score_spread":0.3999830209270683,"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."}}