{"id":"W4390081673","doi":"10.1093/geroni/igad104.1852","title":"QUALITY OF WORK LIFE FOR CARE AIDES IN CANADIAN LONG-TERM CARE HOMES BEFORE AND DURING THE PANDEMIC","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Pandemic; Burnout; Sample (material); Demographics; Medicine; Quality of life (healthcare); Multilevel model; Gerontology; Health care; Family medicine; Work (physics); Stratified sampling; Psychology; Coronavirus disease 2019 (COVID-19); Nursing; Demography; Psychiatry; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438646,0.0005560754,0.0004851829,0.001358474,0.004304172,0.00200826,0.001693159,0.0005378382,0.001976603],"category_scores_gemma":[0.004935013,0.0002982529,0.0009252107,0.003254871,0.0009309749,0.000610254,0.001431103,0.001183724,0.0001672003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04730789,"about_ca_system_score_gemma":0.0405629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957911,"about_ca_topic_score_gemma":0.9980908,"domain_scores_codex":[0.9983315,0.0001621798,0.00007088578,0.0002009708,0.0004891619,0.000745365],"domain_scores_gemma":[0.99611,0.0001769746,0.0005945687,0.0001335402,0.001893096,0.00109184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007335637,0.00009768568,0.9892225,0.00004186598,0.00006976775,0.00004799839,0.00271415,0.0001948237,0.0001061216,0.00008753349,0.001722178,0.005621983],"study_design_scores_gemma":[0.00000490898,0.00002186709,0.9958423,0.00002685958,0.0000132438,0.000008688518,0.003162502,0.0001597106,0.00003489495,0.00001200969,0.0007009511,0.00001191783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944425,0.0003406652,0.00007544935,0.0004275812,0.00002239392,0.00005711626,0.002861149,0.000005958175,0.00176704],"genre_scores_gemma":[0.9976554,0.0001922087,0.0001689137,0.0001089317,0.000006033264,0.00003240176,0.001315705,0.000002428003,0.000517931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04730789,"threshold_uncertainty_score":0.3432444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583790895132388,"score_gpt":0.4173845208636005,"score_spread":0.3590054313503617,"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."}}