John Lowe, David Gillespie, Ali Aboklaish, Tin Man Mandy Lau, Claudia Consoli, Malavika Babu, Mark Goddard, Kerenza Hood, Nigel Klein, Emma Thomas-Jones, Mark Turner, Marie Hubbard, Julian Marchesi, Janet Berrington, Sailesh Kotecha
Azithromycin therapy for prevention of chronic lung disease of prematurity (AZTEC): a multicentre, double-blind, randomised, placebo-controlled trial
The Lancet. Respiratory medicine
ebola zika latest covid19 pandemic outbreaks highly infectious diseases continue reveal severe consequences social health inequalities people low socioeconomic educational backgrounds well low health literacy tend affected uncertainty complexity volatility progressiveness public health crises emergencies key lesson governments taken ongoing coronavirus pandemic importance developing disseminating highly accessible actionable inclusive coherent public health advice represent critical tool help people diverse cultural educational backgrounds varying abilities effectively implement health policies grassroots level aimed translate best practices accessible inclusive public health advice purposefully designed people low socioeconomic educational background health literacy levels limited english proficiency cognitivefunctional impairments covid19 health authorities englishspeaking multicultural countries usa australia uk adaptive tools evaluation accessibility public health advice languages developed optimised bayesian classifier produce probabilistic prediction accessibility official health advice among vulnerable people including migrants foreigners living china developed adaptive statistical formula rapid evaluation accessibility health advice among vulnerable people china study provides needed research tools fill persistent gap chinese public health research accessible inclusive communication infectious diseases prevention management probabilistic prediction using optimised bayesian machine learning classifier gnb largest positive likelihood ratio lr 16685 95 confidence interval 435 6404 identified probability threshold set 02 sensitivity 098 specificity 094 effective communication health risks accessible inclusive actionable public advice represents powerful tool reduce health inequalities amidst health crises emergencies study translated bestpractice public health advice developed pandemic intuitive machine learning classifiers health authorities develop evidencebased guidelines accessible health advice addition developed adaptive statistical tools frontline health professionals assess accessibility public health advice people nonenglish speaking backgrounds