{"id":"W4366205979","doi":"10.1159/000530622","title":"Caregiver Involvement and Concerns with Care of Residents of Assisted Living before and during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Gerontology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; York University; University of British Columbia; University of Ottawa; Institute for Clinical Evaluative Sciences; Impact; University of Calgary; University of Alberta","funders":"Faculty of Nursing, University of Alberta; Alberta Innovates; University of Alberta; Alberta Health Services","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gerontology; Betacoronavirus; Medicine; Psychology; Virology; Disease; Outbreak; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002309331,0.00008378935,0.0002573807,0.00007939136,0.0002912125,0.000002134188,0.0000785883,0.0001138488,0.00003320046],"category_scores_gemma":[0.0001140509,0.00005570206,0.00001931584,0.0001263178,0.0002134635,0.00002717037,0.00012616,0.0001434595,0.000001261974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125811,"about_ca_system_score_gemma":0.0001761356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009924344,"about_ca_topic_score_gemma":0.04501569,"domain_scores_codex":[0.9989969,0.0002375859,0.0002389621,0.0001744923,0.0001139357,0.0002381067],"domain_scores_gemma":[0.9989917,0.0004739433,0.0001921332,0.0001802761,0.00009101782,0.0000709624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007183771,0.000004162504,0.8848768,0.0007501595,0.00003442708,0.000006014666,0.1126317,0.000001694396,0.0001969389,0.00005440034,0.0007379418,0.0006339099],"study_design_scores_gemma":[0.0007029799,0.0001304897,0.89632,0.0001316784,0.00004456754,0.000009660585,0.1023306,0.000002324395,0.000009867582,0.00003765801,0.0002339305,0.0000461647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974163,0.001280316,0.00001028972,0.0005691228,0.0001827603,0.0003149511,0.00002467405,0.0000385505,0.0001630925],"genre_scores_gemma":[0.9991798,0.0001622678,0.00001955419,0.00008106763,0.00004362388,0.0000296007,0.000009073597,0.000009191749,0.0004658549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03509134,"threshold_uncertainty_score":0.9966686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0995148504690958,"score_gpt":0.407590775291181,"score_spread":0.3080759248220852,"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."}}