{"id":"W4206780633","doi":"10.18278/jep.1.3.3","title":"COVID‐19 and Ontario's Long‐Term Care Homes","year":2021,"lang":"en","type":"article","venue":"Journal of Elder Policy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; Institute for Clinical Evaluative Sciences; Impact; Sinai Health System; Public Health Ontario; Queen's University; McMaster University; Women's College Hospital; Toronto Metropolitan University; University of Toronto; University Health Network","funders":"","keywords":"Long-term care; Psychological intervention; Medicine; Public health; Pandemic; Outbreak; Staffing; Coronavirus disease 2019 (COVID-19); Infection control; Gerontology; Environmental health; Incidence (geometry); Nursing; Intensive care medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005487158,0.0001705159,0.0001760896,0.0007829402,0.003785781,0.001965588,0.0009909912,0.0004150181,0.009532899],"category_scores_gemma":[0.003269579,0.0001885584,0.0004669633,0.001747323,0.0009541775,0.000599539,0.001736886,0.0006538907,0.000347907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04368365,"about_ca_system_score_gemma":0.05042037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827056,"about_ca_topic_score_gemma":0.9940897,"domain_scores_codex":[0.9990977,0.00007489248,0.00004881747,0.00006317536,0.0003007232,0.0004146982],"domain_scores_gemma":[0.9923695,0.0002373335,0.002070285,0.0001051316,0.002271693,0.002945987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001876069,0.0001035886,0.9463764,0.0002947263,0.00005741266,0.0005982894,0.00423822,0.0001754264,0.0002298231,0.002044324,0.02395539,0.02173876],"study_design_scores_gemma":[0.00001666111,0.00003590394,0.9816187,0.0002102951,0.00002045298,0.0000685386,0.006050071,0.0001344013,0.00003102448,0.0001149648,0.0116877,0.0000113456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933744,0.004288765,0.0002589739,0.01458411,0.0002394461,0.0001158374,0.005893327,0.00003485268,0.04084063],"genre_scores_gemma":[0.9875514,0.001796831,0.0002054509,0.0008009649,0.00005721845,0.00004052778,0.001313794,0.000006815896,0.00822702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04368365,"threshold_uncertainty_score":0.3169485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187973236466204,"score_gpt":0.4270231707024343,"score_spread":0.3851434383377723,"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."}}