{"id":"W4295028857","doi":"10.1111/jgs.18024","title":"Cracks in the foundation: The experience of care aides in long‐term care homes during the <scp>COVID</scp> ‐19 pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Staffing; Medicine; Long-term care; Workforce; Pandemic; Workload; Nursing; Nursing Assistant; Distress; Gerontology; Coronavirus disease 2019 (COVID-19); Family medicine; Nursing homes","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":[0.003162572,0.0006995769,0.0007015945,0.0006077181,0.01374561,0.004162922,0.002106558,0.002512896,0.002372673],"category_scores_gemma":[0.007598639,0.0007807594,0.0004250722,0.0006145695,0.009454371,0.00240796,0.006475584,0.004747337,0.0002686093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007417948,"about_ca_system_score_gemma":0.00694597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09391865,"about_ca_topic_score_gemma":0.2063794,"domain_scores_codex":[0.9956439,0.002095681,0.00009199421,0.0002025048,0.0003129613,0.001653031],"domain_scores_gemma":[0.9946169,0.001687999,0.0008105861,0.0001439621,0.0007029571,0.002037643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006494966,0.00006180647,0.009695998,0.0001053785,0.00001144863,0.002487652,0.9807622,0.00004258971,0.0004971732,0.0002466778,0.002242999,0.003781131],"study_design_scores_gemma":[0.000002346831,0.00005981175,0.004455149,0.00006218454,0.000005284178,0.0003338519,0.991338,0.00002869318,0.00005523707,0.00003791728,0.003611253,0.00001022518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947066,0.0005963718,0.0001292276,0.001985735,0.00007706988,0.00003717293,0.00003343289,0.00001177546,0.002422718],"genre_scores_gemma":[0.9975961,0.0003518621,0.0001516015,0.0008014123,0.00001998437,0.00002863376,0.00002123935,0.000007468567,0.001021753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09391865,"threshold_uncertainty_score":0.186744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594286650746867,"score_gpt":0.3687413702631182,"score_spread":0.3427985037556495,"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."}}