{"id":"W4385995166","doi":"10.1093/geroni/igad086","title":"Worsened Ability to Engage in Social and Physical Activity During the COVID-19 Pandemic and Older Adults’ Mental Health: Longitudinal Analysis From the Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University; University of Calgary; Impact; McGill University; McGill University Health Centre; Simon Fraser University","funders":"Canadian Institutes of Health Research; McMaster Institute for Research on Aging, McMaster University; Michael Smith Health Research BC; Public Health Agency of Canada; Government of Canada; Public Health Agency; McMaster University","keywords":"Longitudinal study; Anxiety; Pandemic; Depression (economics); Mental health; Gerontology; Cohort study; Epidemiology; Odds ratio; Psychology; Cohort; Confidence interval; Odds; Medicine; Multicenter AIDS Cohort Study; Logistic regression; Demography; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Human immunodeficiency virus (HIV); Viral load; Family medicine; Internal medicine","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":[0.002238272,0.0004852996,0.0004544872,0.001576114,0.002196109,0.001281173,0.001338013,0.0006208553,0.001562438],"category_scores_gemma":[0.003851968,0.0004071415,0.001392673,0.003468979,0.0004804824,0.0005539256,0.001234601,0.001753761,0.0002184836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006447577,"about_ca_system_score_gemma":0.01003926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9423177,"about_ca_topic_score_gemma":0.9601527,"domain_scores_codex":[0.9987921,0.0001369056,0.0001254995,0.0002208583,0.0003561956,0.0003684605],"domain_scores_gemma":[0.9957682,0.0002334982,0.0009894677,0.0003302161,0.001863318,0.0008152237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000409419,0.00001514013,0.9984085,0.00001181559,0.00009875635,0.00001431164,0.0001026894,0.0000361948,0.00002600138,0.000025059,0.0004994411,0.0007212068],"study_design_scores_gemma":[0.000003330621,0.000008999644,0.9993162,0.00001432939,0.00003509301,0.00001426271,0.0002055062,0.0001245341,0.000008915747,0.000009210534,0.0002552592,0.000004347571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776014,0.001534785,0.0002524831,0.0006004048,0.00003625105,0.00006219715,0.01831218,0.00001429694,0.00158603],"genre_scores_gemma":[0.9895654,0.0005995829,0.000235979,0.0001511145,0.00002091361,0.00004905594,0.008791855,0.00000560953,0.0005805114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05768234,"threshold_uncertainty_score":0.116044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814511052762415,"score_gpt":0.4715531277326804,"score_spread":0.2901020224564389,"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."}}