{"id":"W3203937897","doi":"10.15326/jcopdf.2021.0222","title":"Increased Health Care Resource Utilization and Costs Associated with Herpes Zoster Among Patients Aged ≥50 Years with Chronic Obstructive Pulmonary Disease in the United States","year":2021,"lang":"en","type":"article","venue":"Chronic Obstructive Pulmonary Diseases Journal of the COPD Foundation","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Pulmonary disease; Medicine; Disease; Health care; Chronic disease; Intensive care medicine; Pediatrics; Internal medicine","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":[0.0007202424,0.0001837236,0.0003192751,0.0008884616,0.0004284198,0.0007933571,0.0003239892,0.0003581803,0.00143281],"category_scores_gemma":[0.003049361,0.0002231473,0.0007351468,0.001233645,0.0002243481,0.0004192105,0.0006870748,0.0005877553,0.00008323942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252725,"about_ca_system_score_gemma":0.0006574441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02037016,"about_ca_topic_score_gemma":0.02733408,"domain_scores_codex":[0.9991689,0.0002444971,0.0001091373,0.0001359025,0.0001723208,0.0001692817],"domain_scores_gemma":[0.9982658,0.0002429697,0.001054942,0.00008899323,0.0001322401,0.000215118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003258233,0.00002209394,0.9991527,0.000006956524,0.00006945954,0.00002085874,0.00001619702,0.00004015902,0.00002327424,0.00001315134,0.00009047084,0.0005120626],"study_design_scores_gemma":[0.000003837937,0.00002585456,0.9994689,0.00001049541,0.00002672546,0.00007672347,0.00006889684,0.0002187302,0.00001587919,0.00001579083,0.00006673973,0.000001543895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983006,0.0003508696,0.00003804887,0.00009960931,0.000008357941,0.00001081686,0.0009181697,0.000001971208,0.0002715896],"genre_scores_gemma":[0.9991534,0.000130806,0.00004061899,0.00004413642,0.00001084239,0.000008624561,0.0005605627,6.77387e-7,0.00005043808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02037016,"threshold_uncertainty_score":0.0405032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079514191135863,"score_gpt":0.2553818120715269,"score_spread":0.2445866701601682,"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."}}