{"id":"W4315795911","doi":"10.1016/j.rmed.2022.107003","title":"Incident and recurrent depression among older adults with asthma during the COVID-19 pandemic: Findings from the Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Victoria; University of Toronto","funders":"Institute of Aging; Canadian Institutes of Health Research; Canadian Frailty Network; Canada Foundation for Innovation; Government of Canada","keywords":"Medicine; Depression (economics); Asthma; Pandemic; Logistic regression; Longitudinal study; Psychological intervention; Cohort; Cohort study; History of depression; Psychiatry; Gerontology; Demography; Coronavirus disease 2019 (COVID-19); Anxiety; Internal medicine; Disease","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":[0.001192965,0.0003335906,0.0004243222,0.001220207,0.001423688,0.0007553203,0.001244884,0.000556915,0.0008505183],"category_scores_gemma":[0.003066673,0.000315115,0.0007403542,0.002476822,0.0002588338,0.0004261083,0.0009917321,0.0009704664,0.0001380148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360578,"about_ca_system_score_gemma":0.005935181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9400428,"about_ca_topic_score_gemma":0.9677398,"domain_scores_codex":[0.9992188,0.00007051694,0.00007687065,0.000118175,0.0003036387,0.000212063],"domain_scores_gemma":[0.9982319,0.00007188191,0.0004779906,0.00008761841,0.0007344768,0.0003961083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000270601,0.00001337832,0.9982156,0.00001521985,0.00004231666,0.00001993261,0.0001597287,0.00001357421,0.00002443669,0.00001162311,0.0003997582,0.001057579],"study_design_scores_gemma":[0.000002196067,0.00000469051,0.999604,0.00001104807,0.00001256883,0.00001315335,0.0002052058,0.00003123,0.000004015914,0.000002901849,0.0001071143,0.000001836389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876912,0.001356248,0.00009010009,0.0004064911,0.00002187251,0.00008239303,0.008830041,0.000006525733,0.001515248],"genre_scores_gemma":[0.9925737,0.001032596,0.0001468482,0.0001559049,0.00001950572,0.00004810724,0.005672407,0.000002516479,0.0003483341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05995721,"threshold_uncertainty_score":0.1206205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283314107095795,"score_gpt":0.4260687748512324,"score_spread":0.2977373641416529,"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."}}