Yating Cui, Yibo Zhou, Chao Liu, Zhi Mao, Feihu Zhou
Interpretable machine learning models for predicting the incidence of antibiotic- associated diarrhea in elderly ICU patients
BMC geriatrics
evidence longterm employment consequences sarscov2 infection lacking used data large communitybased sample uk estimate associations long covid employment outcomes observational longitudinal study using prepost design included survey participants 3 february 2021 30 september 2022 aged 1664 years education using conditional logit modelling explored timevarying relationship long covid status 12 weeks first testconfirmed sarscov2 infection reference preinfection labour market inactivity neither working looking work workplace absence lasting 4 weeks 206 299 participants mean age 45 years 54 female 92 white 15 ever labour market inactive 10 ever longterm absent followup compared preinfection inactivity higher participants reporting long covid 30 40 weeks adjusted odds ratio aor 145 95 ci 117181 40 52 weeks aor 134 95 ci 105172 postinfection combining official statistics long covid prevalence assuming correct statistical model estimates translate 27 000 95 ci 600047 000 workingage adults uk inactive long covid july 2022 long covid likely contributed reduced participation uk labour market though unlikely sole driver research required quantify contribution factors indirect health effects pandemic