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oai:figshare.com:article/33987507 2026-09-24T17:26:41Z category_7 category_21 category_734 category_811 category_61 category_64 category_132 category_133 category_134 portal_5 item_type_3 month_year_09_2026

<p>External validation of latent cluster membership using an independently LCA model fitted on the validation dataset.</p> Timothy Tuti (4021406) Tabitha Muema (25104972) Mike English (78478) Jalemba Aluvaala (714577) Medicine Biotechnology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Developmental Biology Cancer Infectious Diseases Plant Biology Virology positive predictive value new patient populations future work evaluating driven approaches developed considerable clinical heterogeneity thirteen different hospitals 21 kenyan hospitals 018 (&# 8722 004 (&# 8722 predicting cluster membership study &# 8217 hospital mortality compared conducted unsupervised model 62 %), 81 psbi data collected critical mortality risk based clustering approach hospital mortality risk 23 %) respectively 1 psbi sign &# 8722 clustering approach eight hospitals typical data cluster analysis 45 %) validation approach &# 8805 xlink "> therefore recommended suspected cases support management ssa ). spectrum antibiotics saharan africa resource settings readily available potential differences managed uniformly major cause limited generalisability largely unavailable january 2022 help strengthen external validity external cross development dataset despite presenting december 2024 <p>External validation of latent cluster membership using an independently LCA model fitted on the validation dataset.</p> 2026-09-24T17:26:21Z Dataset Dataset 10.1371/journal.pone.0359212.t004 https://figshare.com/articles/dataset/_p_External_validation_of_latent_cluster_membership_using_an_independently_LCA_model_fitted_on_the_validation_dataset_p_/33987507 CC BY 4.0