{"id":"W2597271018","doi":"10.1177/1471301217698837","title":"Improving Quality of Work life for Care Providers by Fostering the Emotional well-being of Persons with Dementia: A Cluster-randomized Trial of a Nursing Intervention in German long-term Care Settings","year":2017,"lang":"en","type":"article","venue":"Dementia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Bundesministerium für Bildung und Forschung","keywords":"Dementia; Intervention (counseling); Medicine; Randomized controlled trial; Nursing; Long-term care; Quality of life (healthcare); Cluster randomised controlled trial; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001753179,0.0001777985,0.0006849132,0.0001297564,0.0006177474,0.00003325402,0.0002886214,0.0001363309,0.00002793984],"category_scores_gemma":[0.0004085938,0.0001369091,0.0003334885,0.00009473466,0.0002540642,0.000182638,0.0001444151,0.0002317642,2.957455e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236796,"about_ca_system_score_gemma":0.0001683812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114878,"about_ca_topic_score_gemma":0.0004332495,"domain_scores_codex":[0.9971767,0.0007232079,0.00116249,0.0002786489,0.0003216313,0.000337336],"domain_scores_gemma":[0.99663,0.0005810477,0.002035587,0.0004086591,0.0002944461,0.00005033078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5073518,0.0006620785,0.1409457,0.01564098,0.001607923,0.000001537704,0.2741904,0.00002821962,0.002222105,0.0001829934,0.001551558,0.05561469],"study_design_scores_gemma":[0.7972338,0.0009172912,0.08634468,0.01088681,0.002325963,7.566623e-7,0.1000361,0.0001666266,0.001459084,0.0001682559,0.00003637213,0.000424237],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866787,0.001416279,0.006462304,0.0004206623,0.0007062907,0.003976488,0.00004119388,0.00001513641,0.000282907],"genre_scores_gemma":[0.9987232,0.000006671241,0.0007043866,0.00002206144,0.0001173638,0.0002696689,0.0001071721,0.00002533418,0.00002410872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.289882,"threshold_uncertainty_score":0.558299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453757722610991,"score_gpt":0.3963962460842446,"score_spread":0.3618586688581347,"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."}}