{"id":"W4309322782","doi":"10.1177/08982643221129686","title":"The Effects of Loneliness on Depressive Symptoms Among Older Adults During COVID-19: Longitudinal Analyses of the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Loneliness; Longitudinal study; Depression (economics); Depressive symptoms; Coronavirus disease 2019 (COVID-19); UCLA Loneliness Scale; Pandemic; Psychology; Mental health; Public health; Gerontology; Health and Retirement Study; Clinical psychology; Center for Epidemiologic Studies Depression Scale; Medicine; Psychiatry; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00252265,0.0001203114,0.0003864824,0.0002136528,0.004569267,0.00006092564,0.0003527082,0.00002932503,0.0000107174],"category_scores_gemma":[0.0005604714,0.00007428388,0.0001218361,0.000356478,0.0001905996,0.00008233067,0.00006991185,0.0005127991,8.689635e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312521,"about_ca_system_score_gemma":0.002148183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5021124,"about_ca_topic_score_gemma":0.473648,"domain_scores_codex":[0.9971648,0.0007720941,0.0005902061,0.0001637555,0.0008293526,0.0004797896],"domain_scores_gemma":[0.9973348,0.0009018031,0.0008998584,0.0001773754,0.0001410475,0.0005450498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004467919,0.00009611038,0.9806488,0.0003770126,0.00007160247,0.00003548139,0.01690201,0.0007265994,3.792791e-7,0.0002200562,0.0002338574,0.000643404],"study_design_scores_gemma":[0.0008988612,0.0003233773,0.9827881,0.0006279754,0.00004131942,0.000009408083,0.01508537,0.00001579973,0.00001678283,0.0000376694,0.00008889419,0.00006642302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809881,0.001829435,0.000006007464,0.01608211,0.0006432102,0.000394656,0.000006434333,0.000004988739,0.00004506667],"genre_scores_gemma":[0.9982401,0.0003742,0.000003230329,0.001128069,0.0001929227,0.00000767847,2.537588e-7,0.000008819467,0.00004479313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02846441,"threshold_uncertainty_score":0.9967266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632385114079119,"score_gpt":0.4190489719508034,"score_spread":0.3558104605428916,"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."}}