October 18, 2019 article Open access Explicit causal reasoning is needed to prevent prognostic models being victims of their own success Journal of the American Medical Informatics Association DOI: 10.1093/jamia/ocz197 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 32 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access When accurate prediction models yield harmful self-fulfilling prophecies 2025 Patterns article Computer Science Machine Learning in Healthcare Open access 16 citations Risk‐Based Decision Making: Estimands for Sequential Prediction Under Interventions 2024 Biometrical Journal article Mathematics Advanced Causal Inference Techniques Open access 6 citations How to develop, validate, and update clinical prediction models using multinomial logistic regression 2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access 20 citations Prediction or causality? A scoping review of their conflation within current observational research 2021 European Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access 126 citations Informative missingness in electronic health record systems: the curse of knowing 2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access 133 citations 5 results References 0