{"id":"W4407632532","doi":"10.1186/s12877-024-05656-0","title":"Unveiling the impact: understanding long-term care workers’ experiences and their perceptions of resident challenges amidst the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Dalhousie University; BC Children's Hospital; University of British Columbia; Nova Scotia Health Authority; St. Francis Xavier University","funders":"Canadian Institutes of Health Research; Research Nova Scotia; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perception; Term (time); Rehabilitation; Long-term care; Betacoronavirus; Nursing; Virology; Psychology; Physical therapy; Pathology; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000982268,0.0002240699,0.0003265574,0.0001984801,0.001975958,0.00004446687,0.0003679803,0.0002153689,0.0001489136],"category_scores_gemma":[0.000502104,0.0001166643,0.0001633126,0.0006271421,0.000305526,0.00007702887,0.0002079442,0.0004332255,0.000004803141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008179312,"about_ca_system_score_gemma":0.001074175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137046,"about_ca_topic_score_gemma":0.003125059,"domain_scores_codex":[0.9979063,0.0006323135,0.0004919412,0.000323957,0.0002066187,0.0004388426],"domain_scores_gemma":[0.9961601,0.002728974,0.0003404276,0.0005239445,0.0001215289,0.00012499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009573937,0.00001664672,0.594086,0.0005540149,0.00003855748,8.224097e-7,0.3998026,0.00005982253,0.00003660718,0.000716814,0.003809906,0.0007825148],"study_design_scores_gemma":[0.0003840547,0.00003910354,0.2879039,0.0001008912,0.00005399398,0.000003595341,0.7104049,0.00001555279,0.000002584793,0.0007778252,0.0002140102,0.00009961318],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558877,0.03379262,0.004880798,0.002032783,0.001152796,0.0008967377,0.00002270173,0.0001074812,0.001226384],"genre_scores_gemma":[0.9932296,0.005824119,0.00003344452,0.0001323711,0.0002587738,0.0001271195,0.00001108701,0.0000166723,0.0003668283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3106023,"threshold_uncertainty_score":0.9993233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166830163736047,"score_gpt":0.4384112475348655,"score_spread":0.2715810837988185,"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."}}