{"id":"W3134657374","doi":"10.2196/26474","title":"Impact of the COVID-19 Pandemic on Older Adults: Rapid Review","year":2021,"lang":"en","type":"review","venue":"JMIR Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":388,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Université du Québec à Trois-Rivières; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé; Fonds de recherche du Québec; Réseau Provincial de Recherche en Adaptation-Réadaptation; Mitacs; Réseau québécois de recherche sur le vieillissement; Centre for Interdisciplinary Research in Rehabilitation","keywords":"Loneliness; Pandemic; Worry; Gerontology; Population; Medicine; Coronavirus disease 2019 (COVID-19); Social isolation; Isolation (microbiology); Psychology; Disease; Psychiatry; Anxiety; Infectious disease (medical specialty); Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01327304,0.001473068,0.00737955,0.01618188,0.0007442262,0.003542318,0.00245528,0.002563453,0.005787019],"category_scores_gemma":[0.05091377,0.001272695,0.008766118,0.01480133,0.0007830566,0.00389768,0.002278156,0.001555154,0.0006536028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004547016,"about_ca_system_score_gemma":0.0156088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006633078,"about_ca_topic_score_gemma":0.01975911,"domain_scores_codex":[0.9917192,0.001965435,0.003838494,0.0005510249,0.001623857,0.0003019426],"domain_scores_gemma":[0.9493737,0.03506107,0.008821123,0.0008010512,0.005487145,0.0004558997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000136208,0.00001079605,0.0004863443,0.9515367,0.004179239,0.0001026591,0.0001707083,0.00006553075,0.0001205004,0.0002321517,0.002377565,0.04058165],"study_design_scores_gemma":[0.00008176494,0.000128566,0.002245678,0.9412112,0.03007472,0.0002665207,0.0002256475,0.00005860666,0.0001162285,0.000271611,0.02529118,0.00002829474],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005188015,0.9973772,0.0001491898,0.0004593858,0.0001926819,0.0004218014,0.0004830035,0.00001342106,0.0003844587],"genre_scores_gemma":[0.005446234,0.9922143,0.0005912569,0.0006533022,0.0001355816,0.0005631876,0.000265591,0.000006507505,0.0001241925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01618188,"threshold_uncertainty_score":0.07019544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801953113810159,"score_gpt":0.5376941736504897,"score_spread":0.3574988622694737,"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."}}