{"id":"W4368348159","doi":"10.1016/j.archger.2023.105056","title":"The interRAI COVID-19 vulnerability screener: Results of a health surveillance initiative for vulnerable adults in the community during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Canadian College of Naturopathic Medicine; University of Waterloo; McMaster University","funders":"Institute of Health Services and Policy Research; McMaster Institute for Research on Aging, McMaster University; Canadian Institutes of Health Research","keywords":"Psychosocial; Loneliness; Medicine; Mental health; Population; Logistic regression; Gerontology; Odds; Pandemic; Odds ratio; Proxy (statistics); Psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health; Disease; Infectious disease (medical specialty)","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":[0.002721432,0.0006686574,0.0006443193,0.001311639,0.001088555,0.001157491,0.001148239,0.001109822,0.0008976078],"category_scores_gemma":[0.008063662,0.0004006183,0.001018132,0.001738058,0.000287893,0.001326524,0.003332775,0.001469335,0.0002714669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514921,"about_ca_system_score_gemma":0.002880096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1349827,"about_ca_topic_score_gemma":0.1691667,"domain_scores_codex":[0.9985831,0.0003948841,0.0001582778,0.0001967952,0.0002876858,0.0003791598],"domain_scores_gemma":[0.9974251,0.0002380083,0.0007879242,0.0001481497,0.0007038112,0.0006970546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808012,0.0001954144,0.9905561,0.00005610091,0.00009411671,0.00005653719,0.0007607015,0.00007657678,0.0001250861,0.00007123162,0.003503104,0.004324364],"study_design_scores_gemma":[0.00002469443,0.0001390758,0.9966988,0.00005302642,0.00005827274,0.00004837578,0.001904838,0.0002700246,0.00006809207,0.00004973207,0.0006708312,0.00001419769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977484,0.0003442085,0.0002188484,0.001137741,0.00006218387,0.0003675362,0.01836026,0.00001953063,0.002005629],"genre_scores_gemma":[0.9859716,0.0004033206,0.0006163545,0.0007149059,0.00005027337,0.0006238988,0.01103563,0.00001518968,0.0005687358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1349827,"threshold_uncertainty_score":0.2683941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513652883995298,"score_gpt":0.4242302422888358,"score_spread":0.272864953889306,"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."}}