Yanqiu Zhu, Shuxiang Fan, Min Zuo, Baohua Zhang, Qingzhen Zhu, Jianlei Kong
Discrimination of New and Aged Seeds Based on On-Line Near-Infrared Spectroscopy Technology Combined with Machine Learning
Foods (Basel, Switzerland)
cluster randomised clinical trial carried 20 primary care centres barcelona aimed assessing effect continuous intervention focused creactive protein crp rapid testing training enhanced communication skills ecs antibiotic consumption adults acute cough due lower respiratory tract infection lrti interventions consisted general practitioners nurses use crp pointofcare training ecs separately combined usual care primary outcomes antibiotic consumption variation qualityadjusted life years 6week followup difference overall antibiotic prescribing winter seasons intervention calculated sample size calculated could reached due covid19 outbreak total 233 patients recruited compared usual care group 567 antibiotic consumption among patients assigned professionals ecs group significantly lower 339 adjusted odds ratio aor 038 95 ci 015094 p 0037 whereas patients assigned crp consumed 438 antibiotics aor 070 95 ci 029168 p 0429 384 combined intervention group aor 045 95 ci 017121 p 0112 overall antibiotic prescribing rates centres receiving training lower intervention compared assigned usual care significant reductions lactam rates patient recovery similar groups despite limited power due low number patients included observed continuous training achieved reductions antibiotic consumption