{"id":"W4391120011","doi":"10.23880/nhij-16000300","title":"Unveiling the Strains: A Qualitative Study on Work Stress among Health Care Aides in Assisted Living Facilities","year":2023,"lang":"en","type":"article","venue":"Nursing & Healthcare International Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Coping (psychology); Thematic analysis; Nonprobability sampling; Qualitative research; Health care; Nursing; Exploratory research; Psychological intervention; Psychology; Medicine; Applied psychology; Population; Clinical psychology; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003586313,0.0003114126,0.0004962635,0.0008936653,0.001848412,0.0001596331,0.0006352366,0.0001844816,0.00009694425],"category_scores_gemma":[0.0008389485,0.0002447721,0.0001698748,0.0009676026,0.0001571939,0.0002396624,0.00007768268,0.002416398,0.00006140814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003317148,"about_ca_system_score_gemma":0.001354957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798478,"about_ca_topic_score_gemma":0.005498508,"domain_scores_codex":[0.9914957,0.004255461,0.001391532,0.0004542824,0.001391761,0.001011306],"domain_scores_gemma":[0.995637,0.002194089,0.000730116,0.0003040615,0.0008558359,0.0002789181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001793296,0.0003201506,0.06286821,0.00009340845,0.00008393537,0.00007056465,0.8828152,0.0001788485,0.000001411736,0.0001734003,0.006555321,0.04666026],"study_design_scores_gemma":[0.0005137347,0.0002980109,0.3963039,0.004139484,0.000006395511,0.000006262741,0.5981972,0.00002232329,6.954868e-7,0.0001723066,0.0002165508,0.0001231215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541695,0.00113917,0.00009916516,0.03503199,0.007312914,0.001068803,0.0001334921,0.0001978317,0.0008471378],"genre_scores_gemma":[0.9968977,0.0001198318,0.00008684362,0.0006390339,0.001324995,0.00009431408,0.00007659911,0.00004904161,0.0007116465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3334357,"threshold_uncertainty_score":0.9998851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539122794329288,"score_gpt":0.5198315992577088,"score_spread":0.36591931982478,"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."}}