{"id":"W4210848403","doi":"10.1017/s0714980821000696","title":"COVID-19 and the Experiences and Needs of Staff and Management Working at the Front Lines of Long-Term Care in Central Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Stressor; Workload; Pandemic; Long-term care; Mental health; Coping (psychology); Nursing; Psychology; Context (archaeology); Health care; Public health; Medicine; Population; Coronavirus disease 2019 (COVID-19); Gerontology; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001916799,0.0003040666,0.0004631238,0.0008833543,0.01338135,0.003564155,0.001408575,0.000764493,0.001874624],"category_scores_gemma":[0.004705716,0.0003651249,0.0003287093,0.001750693,0.003984976,0.001029104,0.004145893,0.001475388,0.0001371813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05440992,"about_ca_system_score_gemma":0.09271009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9798275,"about_ca_topic_score_gemma":0.9926345,"domain_scores_codex":[0.9964679,0.0006294766,0.0001297135,0.0001640655,0.0006944406,0.001914351],"domain_scores_gemma":[0.9939056,0.0005498657,0.0006958985,0.0000906051,0.001504281,0.003253767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000172005,0.0002466943,0.4072177,0.0002759254,0.00006317002,0.001231789,0.5500779,0.0001961176,0.001037827,0.0008921397,0.00747135,0.03111741],"study_design_scores_gemma":[0.000008920976,0.00009062373,0.2845321,0.0002534497,0.00001529505,0.0001649049,0.707159,0.0001248797,0.00009241333,0.0001348012,0.00737952,0.00004404656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944307,0.000633485,0.00005617402,0.002085275,0.00003527922,0.00002513092,0.0001308197,0.000004767007,0.002598257],"genre_scores_gemma":[0.9978563,0.0005177866,0.0000934049,0.0006605841,0.00001008354,0.00001627924,0.00005784331,0.000003223651,0.0007844638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05440992,"threshold_uncertainty_score":0.3947735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156132911073592,"score_gpt":0.2713319935874867,"score_spread":0.2557187024801275,"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."}}