{"id":"W4391089717","doi":"10.1513/annalsats.202308-668rl","title":"Association Between Neighborhood Socioeconomic Disadvantage and Chronic Obstructive Pulmonary Disease Prevalence Among U.S. Veterans","year":2024,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of California, San Francisco; National Institutes of Health; National Heart, Lung, and Blood Institute; University of Washington; U.S. Department of Veterans Affairs","keywords":"Medicine; Socioeconomic status; Pulmonary disease; Disadvantage; Annals; Internal medicine; Gerontology; Demography; Environmental health; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007903915,0.00008772749,0.0002151619,0.0004279363,0.000683894,0.0003655557,0.0002322209,0.001176534,0.003194747],"category_scores_gemma":[0.003383044,0.0001094137,0.0002259427,0.0004971462,0.0001923001,0.0002006254,0.0002582712,0.001003488,0.0005823172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004379285,"about_ca_system_score_gemma":0.0007942281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04140951,"about_ca_topic_score_gemma":0.0906957,"domain_scores_codex":[0.9996308,0.0001507444,0.00003351685,0.00004727508,0.00009847345,0.00003921859],"domain_scores_gemma":[0.9979431,0.0007818652,0.0003083943,0.0000576294,0.0005956686,0.0003133536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002612703,0.00009548521,0.8424148,0.00005162194,0.00004365657,0.0006784363,0.0002351452,0.00007648359,0.0001874455,0.0002146132,0.1419831,0.01375791],"study_design_scores_gemma":[0.00004540084,0.00008908012,0.9826403,0.0001473599,0.00005214046,0.0006666546,0.0005194516,0.0006371314,0.0001116984,0.0002430544,0.01483124,0.00001661713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6698555,0.009256019,0.0001585829,0.2798697,0.003804924,0.00004344535,0.006426237,0.00004436053,0.03054127],"genre_scores_gemma":[0.9391606,0.003391216,0.0001963837,0.0402806,0.004587672,0.0000613331,0.001861716,0.00001115834,0.0104494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04140951,"threshold_uncertainty_score":0.0823369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430512918216704,"score_gpt":0.3563177688676685,"score_spread":0.3220126396855015,"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."}}