{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001856828,0.0002152211,0.0002512009,0.0004317893,0.001344694,0.0009136986,0.0004505799,0.0003301735,0.001876694],"category_scores_gemma":[0.005742068,0.0002240879,0.0005095534,0.000518234,0.0003915979,0.0005708312,0.001319198,0.0007380378,0.0001840459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442575,"about_ca_system_score_gemma":0.0029322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1368535,"about_ca_topic_score_gemma":0.2226843,"domain_scores_codex":[0.9991044,0.0002699759,0.00009913689,0.00008560572,0.0001602254,0.0002806914],"domain_scores_gemma":[0.9969456,0.000356898,0.001285114,0.0001237607,0.0006428399,0.0006459266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005657938,0.00005971916,0.9866312,0.00006215593,0.00004107398,0.000137342,0.006779503,0.00002609251,0.00008011185,0.00002337093,0.0008841734,0.005218733],"study_design_scores_gemma":[0.000003318063,0.00005320564,0.9873433,0.0001105851,0.00001491234,0.000123463,0.01144518,0.00004599811,0.00005181205,0.00001639184,0.000784725,0.000007064919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978095,0.0002672457,0.00004810149,0.0003268799,0.00001832933,0.0000325287,0.0005089324,0.000002460042,0.0009860462],"genre_scores_gemma":[0.9985818,0.0003732347,0.0001015742,0.0001426137,0.00001013422,0.00004518016,0.0003612929,0.000001233471,0.0003830364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368535,"threshold_uncertainty_score":0.2721138,"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."}}