{"id":"W4404183825","doi":"10.1513/annalsats.202405-493oc","title":"Rural Residence Associated with Receipt of Recommended Postdischarge Chronic Obstructive Pulmonary Disease Care among a Cohort of U.S. Veterans","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; COPD; Receipt; Residence; Cohort; Emergency medicine; Cohort study; Family medicine; Intensive care medicine; Gerontology; Physical therapy; Environmental health; Internal medicine; Demography","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":[0.0005904467,0.0001994163,0.0001890604,0.0005649902,0.0004941151,0.0006449623,0.0004322082,0.0003130838,0.00206704],"category_scores_gemma":[0.003121317,0.0002575746,0.0004479548,0.001015222,0.0003805611,0.0004706927,0.0006249439,0.0005885294,0.0001385287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329907,"about_ca_system_score_gemma":0.0005431271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02657,"about_ca_topic_score_gemma":0.02547542,"domain_scores_codex":[0.9993587,0.0002078887,0.00005068494,0.000177252,0.00007280459,0.000132746],"domain_scores_gemma":[0.997516,0.000306391,0.001406711,0.0001520303,0.0002166102,0.0004021849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003231286,0.00002097851,0.9992592,0.000003768381,0.00003294971,0.00002340858,0.00007689495,0.00003068615,0.00004351025,0.0000190334,0.00008481685,0.0003723605],"study_design_scores_gemma":[0.000005541955,0.00005290024,0.9990082,0.000005762342,0.00001643061,0.0000908786,0.0003808035,0.0002640556,0.00002248209,0.000031419,0.0001186933,0.000002808665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993205,0.0000820276,0.00005014979,0.00009481952,0.000004849708,0.000003749158,0.0002730759,0.000001752105,0.0001690392],"genre_scores_gemma":[0.9996866,0.00003279967,0.00002960845,0.00002286968,0.000007743413,0.0000041967,0.0001507733,0.000001095386,0.00006422225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657,"threshold_uncertainty_score":0.0528307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338702458902983,"score_gpt":0.4363059170359543,"score_spread":0.3729188924469244,"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."}}