ArticleJournal of clinical medicine2021
Validation of a Visual-Based Analytics Tool for Outcome Prediction in Polytrauma Patients (WATSON Trauma Pathway Explorer) and Comparison with the Predictive Values of TRISS.
Article in Journal of clinical medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed.
- Severe trauma care: advances and future directions in diagnostic and therapeutic techniques and information technology support.Medical review (2021) · 2026Article
- Prothrombin time predicting time-dependent and risk-stratified mortality in polytrauma patients.International journal of emergency medicine · 2025Article
- Sex differences in the time trends of sepsis biomarkers following polytrauma.Scientific reports · 2025Article
- The role of big data management, data registries, and machine learning algorithms for optimizing safe definitive surgery in trauma: a review.Patient safety in surgery · 2024Review
- The Road to Sepsis in Geriatric Polytrauma Patients-Can We Forecast Sepsis in Trauma Patients?Journal of clinical medicine · 2024Article
- Artificial intelligence and machine learning for hemorrhagic trauma care.Military Medical Research · 2023Review
- Digitalization in orthopaedics: a narrative review.Frontiers in surgery · 2023Review
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- Article
- The Role of Lactate for Sepsis in Polytrauma Patients, a Time related Analysis using the IBM Watson Trauma Pathway ExplorerJournal of surgery and research · 2022Article
- New Time-Related Insights into an Old Laboratory Parameter: Early CRP Discovered byJournal of clinical medicine · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
INCLUSION CRITERIA: Primary admission for trauma, injury severity score (ISS) ≥ 16, age ≥ 16. PARAMETERS: Age, ISS, temperature, presence of head injury by the Glasgow Coma Scale (GCS). OUTCOMES: SIRS and sepsis within 21 days and early death within 72 h after hospitalisation. STATISTICS: Area under the receiver operating characteristic (ROC) curve for predictive quality, calibration plots for graphical goodness of fit, Brier score for overall performance of WATSON and TRISS.
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What OpenQuestion holds
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.