{"id":"W4322616885","doi":"10.3928/00989134-20230209-03","title":"Residential Aged Care Facilities During the COVID-19 Pandemic: A Staff Survey on Impact and Resources","year":2023,"lang":"en","type":"article","venue":"Journal of Gerontological Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Long-term care; Outreach; Quarter (Canadian coin); Aged care; Nursing; Family medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002037978,0.0001830978,0.0004743692,0.0002153109,0.001451965,0.00005524379,0.0002291104,0.0002341202,0.0001575143],"category_scores_gemma":[0.002136213,0.0001008453,0.0001746674,0.0002742008,0.0002513479,0.0001049558,0.00005202226,0.0009774523,0.00001208858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007531004,"about_ca_system_score_gemma":0.0002282637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203483,"about_ca_topic_score_gemma":0.001244322,"domain_scores_codex":[0.9961976,0.001940846,0.0006478823,0.0002018093,0.000460469,0.000551327],"domain_scores_gemma":[0.9961304,0.002761608,0.0004433441,0.0001864932,0.0001705956,0.0003075618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007172384,0.0001074469,0.5783408,0.0003212012,0.0001385501,0.0003074091,0.2856937,0.0002698729,0.0008729406,0.00001726489,0.117464,0.00929442],"study_design_scores_gemma":[0.001089285,0.0006097999,0.8801677,0.0002230802,0.00003422356,0.00009904468,0.1149177,0.000003499012,0.00000402751,0.0003363495,0.002400652,0.0001146305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937731,0.002311396,0.00003216526,0.002241008,0.0009619177,0.0002307587,0.00006579719,0.00008075433,0.0003031266],"genre_scores_gemma":[0.9983361,0.0002877262,0.00002184637,0.00008949049,0.0005285642,0.000003448074,0.000008449629,0.00001311335,0.0007113123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3018269,"threshold_uncertainty_score":0.999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605188449344991,"score_gpt":0.4609400269993735,"score_spread":0.3004211820648744,"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."}}