{"id":"W4403323401","doi":"10.1017/ash.2024.110","title":"The Impact of COVID-19 on Healthcare-Associated Infections: A Survey of Acute Care Hospitals","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Perelman School of Medicine, University of Pennsylvania; Children's Hospital of Philadelphia; Centers for Disease Control and Prevention; University of Pennsylvania; Hospital for Sick Children; BC Children's Hospital","keywords":"Coronavirus disease 2019 (COVID-19); Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Acute care; Medicine; Pandemic; Family medicine; Medical emergency; Virology; Outbreak; Political science; Infectious disease (medical specialty); Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748784,0.0001889379,0.0002020117,0.001074339,0.0004933183,0.0007051495,0.0005191014,0.0005314681,0.002480926],"category_scores_gemma":[0.0063299,0.0002810983,0.0003015999,0.001416131,0.0004907165,0.001068992,0.001534207,0.0007469481,0.0003253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136316,"about_ca_system_score_gemma":0.001179485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303076,"about_ca_topic_score_gemma":0.01705748,"domain_scores_codex":[0.9978795,0.0006800252,0.0004375812,0.0001545771,0.0004090661,0.0004393132],"domain_scores_gemma":[0.9915718,0.001400789,0.004299862,0.0002249401,0.0008401329,0.001662597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001876902,0.00003862401,0.9981116,0.00002140709,0.000009508205,0.00004231194,0.0004639096,0.00002507758,0.0001080631,0.00001161014,0.0002362761,0.0009128237],"study_design_scores_gemma":[0.000001261625,0.00008020892,0.9973609,0.00001618202,0.000002145327,0.00008402945,0.002113505,0.00004443854,0.00002679694,0.000004537337,0.0002632243,0.000002812566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979324,0.0001692351,0.00004905368,0.0003561281,0.000005505035,0.00002432995,0.0007428712,0.000003849476,0.0007166437],"genre_scores_gemma":[0.9990135,0.0001721334,0.00007403137,0.0002048572,0.000009473359,0.00002409269,0.0003880241,0.000001384259,0.0001123722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303076,"threshold_uncertainty_score":0.02590984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196982054171831,"score_gpt":0.4923367265067777,"score_spread":0.3726385210895946,"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."}}