{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001433325,0.0002209638,0.0002374267,0.0001993966,0.000971227,0.00002465695,0.0002614133,0.00007966503,0.0002384494],"category_scores_gemma":[0.0002227334,0.0001111688,0.00002414437,0.0004093736,0.0002421443,0.00004655217,0.00009180413,0.0005242966,0.00003856383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007435543,"about_ca_system_score_gemma":0.0003472448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2724216,"about_ca_topic_score_gemma":0.6950058,"domain_scores_codex":[0.9977463,0.0003991877,0.0003104193,0.000567871,0.0004973052,0.0004788772],"domain_scores_gemma":[0.9979385,0.0008253344,0.0001189651,0.0005262077,0.00003107818,0.0005598956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003038375,0.00004220771,0.9630096,0.00004017645,0.00003759166,0.0002908201,0.02894918,0.000004670274,0.00001148249,0.00001083841,0.003457455,0.003842147],"study_design_scores_gemma":[0.003509309,0.0005630277,0.9696867,0.0004705775,0.00003296353,0.00001804466,0.0148725,0.000007623109,0.00000398344,0.000006720193,0.01070237,0.0001261411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939258,0.001196578,0.000006074863,0.002926807,0.0005095025,0.001178432,0.00001853616,0.00008866174,0.0001496362],"genre_scores_gemma":[0.9929283,0.00003454486,5.150583e-7,0.006275063,0.0004355445,0.0001575764,0.00001221552,0.00002704991,0.0001291488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4225843,"threshold_uncertainty_score":0.7469991,"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."}}