Wenzhe Dong, Peijian Zhang
Predicting anti-trypanosome effect of carbazole-derived compounds by powerful SVM with novel kernel function and comprehensive learning PSO
Antimicrobial agents and chemotherapy
covid19 vaccination critical reducing serious illness hospitalizations yet many remain hesitant conducted survey frontline physicians identify patient concerns physician strategies address covid19 vaccinehesitancy national random sample physicians frontline specialties selected comprehensive list practicing physicians us emailed survey august 2021 multiple choice openended questions inquired patient concerns related covid19 vaccines strategies used physicians counter vaccine misinformation encourage vaccinehesitant patients weighting applied achieve representativeness reduce nonresponse bias network analysis examined cooccurring patient concerns openended responses communication strategies coded via thematic analysis multivariable logistic regression examined associations physician pandemic characteristics patient concerns use communication strategies 531 physicians responded primary care 241 emergency medicine 142 critical care 84 hospitalists 34 infectious disease 30 weighted response balance statistics showed excellent balance respondents nonrespondents average physicians reported four patient vaccine concerns safety side effects vaccine misinformation mistrust government common often cooccurring 297 physicians described communication strategies 180 61 provided vaccine education 94 32 created safe space vaccine discussion narrative responses physicians provided compelling examples successes communication challenges arising misinformation compared emergency medicine critical care 245 95 ci 114 524 infectious disease 245 95 ci 100 602 primary care physicians 166 95 ci 102 270 likely provide communication strategies many physicians engage vaccine hesitant patients using variety strategies dissemination effective system physicianlevel communication interventions could enhance physician success