{"id":"W4226029120","doi":"10.31389/jltc.100","title":"The Impact of Pandemic Management Strategies on Staff Mental Health, Work Behaviours, and Resident Care in One Long-Term Care Facility in British Columbia: A Mixed Method Study","year":2022,"lang":"en","type":"article","venue":"Journal of Long-Term Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Staffing; Generalizability theory; Mental health; Context (archaeology); Long-term care; Pandemic; Nursing; Health care; Medicine; Work (physics); Workforce; Psychology; Coronavirus disease 2019 (COVID-19); Political science; Geography; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781756,0.0007693722,0.00102004,0.001678986,0.006262156,0.002397559,0.002524698,0.001113523,0.002041191],"category_scores_gemma":[0.005695105,0.001054191,0.0008915,0.003361347,0.001684828,0.0008389298,0.001807922,0.001220511,0.0003754685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02389637,"about_ca_system_score_gemma":0.03040555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9035913,"about_ca_topic_score_gemma":0.9504922,"domain_scores_codex":[0.9963349,0.001432563,0.0003648167,0.0003678974,0.0006101265,0.0008896705],"domain_scores_gemma":[0.9944689,0.001600725,0.0006626817,0.0003151037,0.002156617,0.0007958994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006133755,0.002415904,0.7776859,0.001571762,0.0004065013,0.00129931,0.1690295,0.0004231328,0.002562409,0.0002435429,0.002516303,0.04123237],"study_design_scores_gemma":[0.00009335895,0.001837849,0.7162901,0.0008350079,0.0002661767,0.0002053085,0.2762845,0.0007164679,0.000597965,0.00009763279,0.00266918,0.0001065152],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978556,0.000265517,0.0002148866,0.0001361051,0.000007719272,0.0006394243,0.0003498002,0.000005609477,0.0005253266],"genre_scores_gemma":[0.9940279,0.0005198467,0.001368828,0.0006903335,0.00001102719,0.001526928,0.000409806,0.00000811648,0.001437195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9035913,"threshold_uncertainty_score":0.1939529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707920826538628,"score_gpt":0.4068845901540737,"score_spread":0.3698053818886874,"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."}}