{"id":"W4313339489","doi":"10.1111/psyg.12925","title":"Change in prevalence over time and factors associated with depression among Bangladeshi older adults during the<scp>COVID</scp>‐19 pandemic","year":2022,"lang":"en","type":"article","venue":"Psychogeriatrics","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of New South Wales","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Depression (economics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Gerontology; Psychiatry; Virology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006250853,0.0002621748,0.0002561876,0.0002337791,0.0004110853,0.00003069298,0.0003120431,0.0001465482,0.0006217877],"category_scores_gemma":[0.00009956256,0.0002062516,0.00005572197,0.0008466057,0.00006803348,0.0001520753,0.0001778035,0.0005640046,0.00001184728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940588,"about_ca_system_score_gemma":0.00007505872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482692,"about_ca_topic_score_gemma":0.0005888962,"domain_scores_codex":[0.9976003,0.0003654375,0.0003258308,0.0006867106,0.0004168032,0.0006049726],"domain_scores_gemma":[0.9984331,0.0006289842,0.0002845741,0.0004100334,0.00002098252,0.0002222938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040966,0.0002483295,0.9807593,0.0001244699,0.00002282088,0.00002045285,0.01760595,0.000009681846,0.00005400346,0.000004824087,0.0004186872,0.0006273726],"study_design_scores_gemma":[0.002897632,0.0001432969,0.994921,0.00007245089,0.00003100027,0.00001255547,0.0008834319,0.0001322131,0.000002885346,0.00001488242,0.0007724511,0.0001161876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952191,0.002386323,0.000004564855,0.00002917806,0.0005584014,0.001214408,0.000170274,0.0001288269,0.0002889322],"genre_scores_gemma":[0.9971895,0.000180423,0.000003563258,0.0005406237,0.0001090297,0.0003959236,0.00004843992,0.0000485971,0.001483875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01672252,"threshold_uncertainty_score":0.8410695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859682359536615,"score_gpt":0.3350866043312704,"score_spread":0.2964897807359042,"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."}}