SynthesisJournal of vascular surgery. Venous and lymphatic disorders2022
Systematic review of venous thromboembolism risk categories derived from Caprini score.
Synthesis in Journal of vascular surgery. Venous and lymphatic disorders, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 4 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
47 citing papers in PubMed, 4 syntheses or guidelines pooled it, 71 citations in OpenAlex.
- Pooled it
- Chinese expert consensus on prevention, diagnosis, and management of venous thromboembolism in adult burn patients (2024).Military Medical Research · 2025Guideline
- Warfarin-Associated Bleeding and Thromboembolic Events in Sub-Saharan Africa: A Systematic Review and Meta-Analysis.Pharmacoepidemiology and drug safety · 2025Pooled it
- Risk Prediction Models for Preoperative Deep Vein Thrombosis in Older Patients with Hip Fracture: A Systematic Review and Meta-Analysis.Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/HemostasisPooled it
- Trial
- Risk-Stratified Thromboembolic and Bleeding Outcomes Following Sleeve Gastrectomy Under Uniform Extended Enoxaparin Prophylaxis.Obesity surgery · 2026Article
- Predicting lower extremity deep vein thrombosis in elderly patients with hip fracture: A machine learning model with emphasis on diabetes as a key risk factor.Experimental and therapeutic medicine · 2026Article
- Integrating artificial intelligence into venous thromboembolism care: Predictive models, implementation challenges, and future directions.Journal of vascular surgery. Venous and lymphatic disorders · 2026Article
- Interpretable machine learning model for early prediction of deep vein thrombosis in elderly ICU patients: multicenter development and external validation.BMC medical informatics and decision making · 2026Article
- Development and validation of a nomogram for predicting venous thromboembolism risk in colorectal cancer patients undergoing postoperative chemotherapy.Medical oncology (Northwood, London, England) · 2026Article
- Operative Duration as an Independent Risk Factor for Lower-Extremity Deep Vein Thrombosis Following Shoulder Arthroscopy: A Prospective Cohort Study With Systematic Ultrasonographic Screening.Orthopaedic journal of sports medicine · 2026Article
- Surgical Treatment of Pathologic Spinal Fractures in Osteoporosis: Two Clinical Cases.Korean journal of neurotrauma · 2026Article
- Article
- Challenges in Venous Thromboembolism Risk Stratification After Pancreatic and Liver Cancer Surgery Using Claims Data.Journal of surgical oncology · 2026Article
- Catheter-Based Valvular and Structural Interventions in Cancer Patients.Current cardiology reports · 2026Review
- Risk stratification of in-hospital venous thromboembolism for urological cancers: a multicenter retrospective study.Therapeutic advances in medical oncology · 2026Article
- Derivation of a novel risk assessment model of venous thromboembolism in hospitalized patients.PeerJ · 2026Article
- Construction and Validation of a Risk Prediction Model for Postoperative Lower Extremity Deep Vein Thrombosis in Patients with Vascular Access Devices: A Retrospective Analysis.Vascular health and risk management · 2026Article
- Single-center retrospective feasibility and implementation analysis of dynamic Caprini assessment-based graded nursing for in-hospital VTE risk management in a meniscoplasty-dominant arthroscopic meniscus surgery cohort.Frontiers in medicine · 2026Article
- Implementation of the Maynard-Based Risk Assessment Model for Venous Thromboembolism Inpatient Prophylaxis: A Before-and-After Study.Healthcare (Basel, Switzerland) · 2025Article
Corrections and comments
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Authors and funding
11 authors at 4 institutions in 1 country.
Funding
Abstract
objectiveHospital-acquired venous thromboembolism (VTE, including pulmonary embolism [PE] and deep vein thrombosis [DVT]) is a preventable cause of hospital death. The Caprini risk assessment model (RAM) is one of the most commonly used tools to assess VTE risk. The RAM is operationalized in clinical practice by grouping several risk scores into VTE risk categories that drive decisions on prophylaxis. A correlation between increasing Caprini scores and rising VTE risk is well-established. We assessed whether the increasing VTE risk categories assigned on the basis of recommended score ranges also correlate with increasing VTE risk.
methodsWe conducted a systematic review of articles that used the Caprini RAM to assign VTE risk categories and that reported corresponding VTE rates. A Medline and EMBASE search retrieved 895 articles, of which 57 fulfilled inclusion criteria.
resultsForty-eight (84%) of the articles were cohort studies, 7 (12%) were case-control studies, and 2 (4%) were cross-sectional studies. The populations varied from postsurgical to medical patients. There was variability in the number of VTE risk categories assigned by individual studies (6 used 5 risk categories, 37 used 4, 11 used 3, and 3 used 2), and in the cutoff scores defining the risk categories (scores from 0 alone to 0-10 for the low-risk category; from ≥5 to ≥10 for high risk). The VTE rates reported for similar risk categories also varied across studies (0%-12.3% in the low-risk category; 0%-40% for high risk). The Caprini RAM is designed to assess composite VTE risk; however, two studies reported PE or DVT rates alone, and many of the other studies did not specify the types of DVTs analyzed. The Caprini RAM predicts VTE at 30 days after assessment; however, only 17 studies measured outcomes at 30 days; the remaining studies had either shorter or longer follow-ups (0-180 days).
conclusionsThe usefulness of the Caprini RAM is limited by heterogeneity in its implementation across centers. The score-derived VTE risk categorization has significant variability in the number of risk categories being used, the cutpoints used to define the risk categories, the outcome being measured, and the follow-up duration. This factor leads to similar risk categories being associated with different VTE rates, which impacts the clinical and research implications of the results. To enhance generalizability, there is a need for studies that validate the RAM in a broad population of medical and surgical patients, identify standardized risk categories, define risk of DVT and PE as distinct end points, and measure outcomes at standardized follow-up time points.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.