{"id":"W4410159635","doi":"10.3390/world6020062","title":"Job Satisfaction and Well-Being of Care Aides in Long-Term Care During the COVID-19 Pandemic: A Comprehensive Literature Review","year":2025,"lang":"en","type":"article","venue":"World","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Term (time); Long-term care; Job satisfaction; 2019-20 coronavirus outbreak; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Medicine; Virology; Social psychology; Physics; Internal 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":[0.00009049804,0.0001267441,0.000262224,0.0001757964,0.0001228895,0.00001447078,0.00008035857,0.00005915319,0.00009272211],"category_scores_gemma":[0.00002242544,0.00009870859,0.00005348351,0.0004615188,0.00005599474,0.0000417771,0.00006473681,0.0002890614,0.000004525364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075156,"about_ca_system_score_gemma":0.000103022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434786,"about_ca_topic_score_gemma":0.02799772,"domain_scores_codex":[0.9990177,0.0001868458,0.0002692098,0.0002592971,0.00008329211,0.0001836849],"domain_scores_gemma":[0.9992995,0.0002403871,0.00008471253,0.000265797,0.00004697602,0.00006267135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009340955,0.000006201835,0.9499845,0.01799466,0.0000176736,0.00003266882,0.01740497,0.000002103942,0.00006885813,0.0004890904,0.0003773715,0.01352852],"study_design_scores_gemma":[0.0007516274,0.00002592172,0.9754824,0.006010917,0.0000329964,0.00002554372,0.002272669,2.71314e-7,0.00002256318,0.00004813567,0.01524131,0.00008563914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7206541,0.2749632,0.000005336374,0.0009262362,0.0002796862,0.0006450555,0.00001287953,0.0000275338,0.002486036],"genre_scores_gemma":[0.974785,0.01685588,0.000009224307,0.007128623,0.0000373292,0.00005332706,0.0000223499,0.000008528181,0.001099768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2581073,"threshold_uncertainty_score":0.9897388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283378303338681,"score_gpt":0.3996178020947496,"score_spread":0.3712799717608815,"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."}}