{"id":"W3197834485","doi":"10.1016/j.jamda.2021.08.031","title":"Impact of the COVID-19 Pandemic on Home Care Services Among Community-Dwelling Adults With Dementia","year":2021,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Health Sciences Centre; University of Toronto; Brock University; McMaster University; Institute for Clinical Evaluative Sciences; Impact; Sunnybrook Health Science Centre","funders":"Alzheimer Society; Government of Ontario; Alzheimer's Society; Ontario Brain Institute","keywords":"Medicine; Dementia; Poisson regression; Pandemic; Gerontology; Population; Rate ratio; Personal care; Health care; Rurality; Demography; Rural area; Family medicine; Coronavirus disease 2019 (COVID-19); Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001010987,0.0001813896,0.0002117333,0.0006104265,0.001585791,0.001577789,0.0005373194,0.001539619,0.004610027],"category_scores_gemma":[0.005786111,0.0001363537,0.0005670427,0.0008772237,0.0006119055,0.001510734,0.002803575,0.001910858,0.0002388633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618686,"about_ca_system_score_gemma":0.005137727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1131402,"about_ca_topic_score_gemma":0.2321956,"domain_scores_codex":[0.9986331,0.0002050498,0.0001457263,0.00008330071,0.0002711937,0.0006616748],"domain_scores_gemma":[0.9964748,0.0002428159,0.00124146,0.0000578915,0.000602196,0.001380852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687861,0.0003810069,0.9632052,0.00009821388,0.00006570511,0.000572767,0.001727416,0.0001233364,0.0001690234,0.000733183,0.01477704,0.01797837],"study_design_scores_gemma":[0.00001634818,0.00009129714,0.985007,0.0002265821,0.00002077679,0.0002505277,0.009445285,0.0001859608,0.0000384539,0.000198087,0.004507639,0.00001207076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561525,0.001971976,0.00006278475,0.02667687,0.000711987,0.00007639712,0.002481531,0.00001123299,0.0118547],"genre_scores_gemma":[0.9912581,0.001267975,0.0001003306,0.005430491,0.0002796682,0.00003330173,0.0009419029,0.000004101497,0.0006841245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131402,"threshold_uncertainty_score":0.2249633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217479037071167,"score_gpt":0.3757020884104771,"score_spread":0.3539541847033604,"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."}}