{"id":"W4387765122","doi":"10.1017/ice.2023.158","title":"Introduction to <i>A Compendium of Strategies to Prevent Healthcare-Associated Infections In Acute-Care Hospitals: 2022 Updates</i>","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Goddard Space Flight Center; Centers for Disease Control and Prevention; University of Cambridge; American Heart Association; National Foundation for Infectious Diseases; Infectious Diseases Society of America","keywords":"Compendium; Health care; Medicine; Infection control; Epidemiology; Pandemic; Infectious disease (medical specialty); Acute care; Intensive care medicine; Disease; Public health; Family medicine; Nursing; Coronavirus disease 2019 (COVID-19); Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001346463,0.0002837169,0.00106458,0.000922385,0.0001787559,0.00001783402,0.00007153601,0.0002718504,0.00006167873],"category_scores_gemma":[0.002425261,0.00028058,0.0001822818,0.001529109,0.0001318321,0.0002040861,0.0001024393,0.0005019732,0.0001297848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895561,"about_ca_system_score_gemma":0.000142989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004099271,"about_ca_topic_score_gemma":0.002160917,"domain_scores_codex":[0.9970973,0.000557445,0.0009946753,0.000632102,0.0001453963,0.0005730989],"domain_scores_gemma":[0.9980087,0.0006893508,0.0002761534,0.0003472854,0.0003911499,0.0002873713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003806951,0.0009619278,0.9078192,0.0002067574,0.0005731104,0.00002146189,0.001376205,0.006546486,0.006426249,0.00904549,0.05613977,0.01050269],"study_design_scores_gemma":[0.002511527,0.007677291,0.9614831,0.0001295519,0.0001978854,0.00007126613,0.0006501701,0.0002133059,0.0005775919,0.002950286,0.02314023,0.0003977911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381935,0.0003460527,0.001542049,0.0547734,0.002435902,0.002032229,0.00009723064,0.0003246954,0.0002549524],"genre_scores_gemma":[0.9958473,0.0008202865,0.0001703871,0.001693381,0.0005821036,0.0005935042,0.0001697621,0.00003328091,0.00008993861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05765387,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446334526881265,"score_gpt":0.3377059246188345,"score_spread":0.3232425793500218,"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."}}