{"doi":"10.1017/ice.2022.218","title":"Prospective evaluation of data-driven models to predict daily risk of <i>Clostridioides difficile</i> infection at 2 large academic health centers","abstract":"Abstract Many data-driven patient risk stratification models have not been evaluated prospectively. We performed and compared the prospective and retrospective evaluations of 2 Clostridioides difficile infection (CDI) risk-prediction models at 2 large academic health centers, and we discuss the models’ robustness to data-set shifts.","journal":"Infection Control and Hospital Epidemiology","year":2022,"id":285417,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":5,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9422,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2022-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":280618,"name":"Erkin Ötleş","orcid":"0000-0003-3169-6832","position":1,"is_corresponding":false},{"id":964029,"name":"Jeeheh Oh","orcid":"0000-0002-8537-3070","position":2,"is_corresponding":false},{"id":374929,"name":"Krishna Rao","orcid":"0000-0002-9213-7850","position":3,"is_corresponding":false},{"id":237252,"name":"Vincent B. Young","orcid":"0000-0003-3687-2364","position":4,"is_corresponding":false},{"id":280616,"name":"Benjamin Y. Li","orcid":"0000-0002-8157-9477","position":5,"is_corresponding":false},{"id":859737,"name":"Lauren R. West","orcid":null,"position":6,"is_corresponding":false},{"id":237091,"name":"David C. Hooper","orcid":"0000-0002-1444-9939","position":7,"is_corresponding":false},{"id":303843,"name":"Erica S. Shenoy","orcid":"0000-0001-8086-1123","position":8,"is_corresponding":false},{"id":964464,"name":"John G. Guttag","orcid":null,"position":9,"is_corresponding":false},{"id":89685,"name":"Jenna Wiens","orcid":"0000-0002-1057-7722","position":10,"is_corresponding":false},{"id":964465,"name":"Maggie Makar","orcid":null,"position":11,"is_corresponding":false},{"id":964028,"name":"Meghana Kamineni","orcid":"0000-0002-6698-5151","position":0,"is_corresponding":true}],"reference_count":11,"raw_metadata":null,"created_at":"2026-07-19T00:29:44.944555Z","pmid":"36120815","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}