{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01031579,0.0006818352,0.0006435246,0.0009271632,0.01476203,0.007053462,0.002337815,0.002495841,0.002245764],"category_scores_gemma":[0.01331183,0.0005684572,0.0006549406,0.0008390393,0.01382945,0.004517135,0.008144457,0.004032085,0.0002820497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095796,"about_ca_system_score_gemma":0.01717946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.201606,"about_ca_topic_score_gemma":0.2967913,"domain_scores_codex":[0.9928344,0.004056284,0.0001928777,0.0002897398,0.0006295429,0.001997128],"domain_scores_gemma":[0.9907258,0.004281597,0.001060465,0.0003155879,0.00147189,0.002144641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001472293,0.00001193833,0.004196426,0.0000626352,0.000003911797,0.0003671692,0.9927326,0.00002370534,0.0001951538,0.0002166022,0.0004462439,0.001728821],"study_design_scores_gemma":[6.378123e-7,0.00001448371,0.001153468,0.00004904975,0.000002200749,0.0000494173,0.9972542,0.0000139988,0.00002654115,0.00005221254,0.001378463,0.000005308661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877732,0.000955982,0.000667314,0.005587476,0.0001123494,0.00005561827,0.00005632424,0.00001305607,0.004778706],"genre_scores_gemma":[0.9967939,0.0006298047,0.0003370443,0.001003988,0.00002498569,0.00004051472,0.00002556618,0.000008706531,0.001135391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.201606,"threshold_uncertainty_score":0.4008651,"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."}}