Pediatric Cutaneous Risk Score: Early Skin-Based Prediction of Multi-Organ Failure in Critically Ill Children
1 High Quality Medical Services, Houston, United States, deborahcabrera0211@gmail.com.
2All Behavior Community Inc., Florida, United States ;
Corresponding authors: marloncarbonell95@gmail.com and rosalisantiago97@gmail.com
ABSTRACT
Life-threatening pediatric
dermatologic emergencies—including Stevens–Johnson syndrome/toxic epidermal
necrolysis, necrotizing soft tissue infections, and severe drug-induced
cutaneous reactions—carry substantial risk of multi-organ failure (MOF) and death
in the pediatric intensive care unit (PICU). Early risk stratification is
difficult because commonly used prognostic tools depend on laboratory or
organ-based parameters that may not be immediately available. We aimed to
identify readily observable cutaneous predictors of early systemic
deterioration and to develop and internally validate a simple bedside Pediatric
Cutaneous Risk Score (pCRS) to predict MOF and PICU mortality in critically ill
children with dermatologic emergencies.
We
conducted a retrospective, multicenter cohort study across two tertiary PICUs
(January 2018–December 2023) that included 50 consecutive patients aged 0–18
years. The primary outcome was MOF, defined as PELOD-2 ≥11 within 48 hours; the
secondary outcome was PICU mortality. Multivariable logistic regression (model
limited to three pre-specified predictors) identified three independent
cutaneous predictors: body surface area involvement >30% (OR 5.6; 95% CI
2.1–14.9), purpura (OR 4.2; 95% CI 1.6–10.9), and mucosal involvement at ≥2
sites (OR 3.8; 95% CI 1.2–12.1). Each predictor was assigned 1 point (pCRS
0–3), with stepwise mortality increasing from 0% (0 points) to 75% (3 points).
The pCRS showed excellent discrimination for mortality (AUC 0.87; optimism-corrected
AUC 0.85 after 1,000 bootstrap resamples). This rapid, reproducible score may
support early bedside triage and resource allocation in PICU, pending external
validation.
Keywords: Pediatric dermatology; dermatologic emergencies; pediatric
intensive care unit; multi-organ failure; prognostic
scoring
INTRODUCTION
Pediatric
dermatologic emergencies (PDE), including Stevens–Johnson syndrome/toxic
epidermal necrolysis (SJS/TEN), necrotizing soft tissue infections, and severe
drug-induced cutaneous reactions, represent a rare but high-risk group of
conditions at the intersection of dermatology and pediatric critical care 1.
Although their incidence is low, estimated at 1–6 cases per million children
annually for SJS/TEN 2–5, these disorders can progress rapidly to
multi-organ failure (MOF), causing significant morbidity and mortality 6–7
and necessitating early, resource-intensive management in the Pediatric
Intensive Care Unit (PICU) 8–9. A critical limitation in managing
PDE is the lack of validated, skin-specific prognostic tools for children 10.
Adult risk models, such as SCORTEN, perform well in adults but systematically
overestimate mortality in pediatric populations due to differences in
age-dependent physiological reserve, comorbidities, and treatment responses 11.
Clinicians often rely on general physiologic scores (e.g., PELOD-2) 12,
which detect established organ dysfunction rather than preclinical indicators
of systemic deterioration, highlighting the need for rapid, bedside,
pediatric-specific prognostic tools 13.
Rationale
/ Knowledge Gap
We
hypothesized that specific, observable cutaneous features could serve as early,
non-invasive indicators of systemic deterioration in children with PDE 14–16.
No validated pediatric skin-based prognostic score exists, and early risk
stratification remains a challenge. Developing a simple, bedside-applicable
tool could support timely interventions, optimize PICU resource allocation, and
standardize risk assessment across institutions.
This
study aimed to develop and internally validate the Pediatric Cutaneous Risk
Score (pCRS), a pragmatic bedside tool designed to stratify the risk of MOF and
mortality at PICU admission. The primary objective was to evaluate its
predictive performance for early identification of high-risk patients.
Secondary objectives included assessing reproducibility, feasibility, and
potential for broader standardization across PICUs. Any additional context or
supporting evidence for interpreting these outcomes is provided in the Report
in Context Box, which does not contribute to the word count or illustration
limit. We present this article in accordance with the TRIPOD reporting
checklist.
MATERIAL AND METHODS
Study Design and
Setting
This
retrospective, observational cohort study was conducted at two tertiary-care
Pediatric Intensive Care Units (PICUs) from January 2018 to December 2023. and
was reported in accordance with the TRIPOD guidelines for prediction model
development and internal validation 4–5. Institutional Review Board
approval was obtained from the Finlay–Albarrán Faculty of Medical Sciences
& University of Medical Sciences of Havana and the Provincial Pediatric
Hospital Eliseo Noel Caamaño & University of Medical Sciences of Matanzas
(Protocol Number: MEC-IRB-2023-045, Date of Approval: November 15, 2023), and a
waiver of informed consent was granted due to the retrospective design, in
accordance with the Declaration of Helsinki. The study protocol was not
prospectively registered because it is a retrospective observational study. 17–18
Patients and
Inclusion Criteria
Consecutive
children aged 0–18 years admitted with a life-threatening dermatologic
emergency were eligible. Conditions included: SJS/TEN (acute epidermal
detachment with mucosal involvement; <10% BSA=SJS, 10–30%=overlap,
>30%=TEN), necrotizing soft tissue infections (confirmed by surgical,
imaging, or microbiologic evidence) 19, and severe drug-induced
cutaneous reactions (rapid, extensive eruptions with systemic involvement) 20,
21. Exclusion criteria were incomplete records, non-dermatologic
admissions with incidental skin findings, or readmissions. Records with >20%
missing data were excluded; remaining missing values were handled by
complete-case analysis. Among the 50 included patients, missing data for the
three pCRS components were minimal: BSA assessment was available for all
patients (0% missing), purpura status was documented in 49/50 patients (2%
missing), and mucosal involvement was recorded in 48/50 patients (4% missing).
Given the low proportion of missing values (<5% for any variable), a complete-case
analysis was deemed appropriate and unlikely to introduce significant bias.
Cutaneous
Predictors and Clinical Management
Three candidate
cutaneous predictors were assessed at PICU admission: BSA >30%, presence of
purpura, and lesions in ≥ mucosal sites (defined as oral, ocular, or urogenital
involvement) 22–25. The qSOFA score served as an initial
stabilization checkpoint but was not included in the pCRS model. Clinicians
applied the pCRS to stratify risk immediately upon admission; for
qSOFA-positive patients, pCRS was assessed after initial necessary stabilization
to ensure urgent care was not delayed.
Before final model
development, five candidate cutaneous predictors were considered based on a
literature review and clinical experience: BSA >30%, purpura, multisite
mucosal lesions (≥2
sites), fever >38.5°C at admission, and bullae or blisters. After
univariate screening and inter-rater reliability assessment, the three most
robust and reproducible predictors (BSA >30%, purpura, and multisite mucosal
lesions) were selected for multivariable analysis. The remaining two candidates
were excluded due to low inter-observer agreement (fever) or colinearity with
BSA (bullae).
Outcomes and Score
Development
The primary
outcome was Multi-Organ Failure (MOF), strictly defined as a PELOD-2 score ≥ 8
occurring within the first 72 hours of admission 12, 13. The
secondary outcome was all-cause PICU mortality. To mitigate the risk of
overfitting given the sample size (N=50), predictors were pre-specified based
on clinical relevance rather than relying solely on backward stepwise
elimination. Each predictor was assigned 1 point, forming the Pediatric
Cutaneous Risk Score (pCRS, 0–3 points), prioritizing simplicity and bedside
applicability.
Statistical
Analysis and Validation
Continuous
variables are reported as median (IQR) and categorical variables as counts (%).
Discrimination was assessed by the area under the receiver operating
characteristic curve (AUC). Calibration was evaluated using the Hosmer-Lemeshow
test and calibration plots to assess deviation between observed and predicted
probabilities 12, 13. Internal validation used 1,000 bootstrap
iterations to assess model stability and optimism-corrected performance.
Inter-rater reliability for assessing cutaneous predictors was evaluated using
Cohen's kappa statistic, yielding a value of 0.82. Statistical analyses were
conducted using R version 4.3 with the rms package.
No
automated stepwise variable selection was used in the final model. All
predictors were pre-specified based on clinical plausibility and prior
literature, minimizing the risk of overfitting and preserving the
interpretability of the Pediatric Cutaneous Risk Score (pCRS).
RESULTS
Study
Sample
Fifty
pediatric patients with life-threatening dermatologic emergencies were included
(median age 6 years, IQR 2–11; 30 males [60%]). The most frequent condition was
severe drug-induced cutaneous reactions (n=20), followed by SJS/TEN (n=15) and
necrotizing soft tissue infections (n=15). Overall, 25/50 patients (50%)
developed multi-organ failure (MOF), and 9/50 (18%) died during PICU admission.
Descriptive analyses showed that patients with MOF were more likely to have
extensive cutaneous involvement, purpura, and multisite mucosal lesions than
the overall cohort.
High-Risk Skin
Findings
Among patients who
developed MOF (n=25), body surface area (BSA) involvement >30% was observed
in 15/25 (60%) versus 18/50 (36%) overall. Purpura occurred in 10/25 (40%)
versus 12/50 (24%), and multisite mucosal lesions
( ≥ 2 sites) in 16/25 (64%) versus 20/50 (40%). All deaths (9/50, 18%)
occurred within the MOF group, showing a significant association between
progressive cutaneous involvement and fatal outcomes (Table 1).

Data are presented as median (IQR)
or n (%). MOF, multi-organ failure; BSA, body surface area. P values were
calculated using appropriate nonparametric or categorical tests. A two-sided p
<0.05 was considered significant.
Table 1. Clinical Profiles and
Outcomes of Pediatric Dermatologic Emergencies
Clinical
characteristics and outcomes of all pediatric patients with life-threatening
dermatologic emergencies (N=50), stratified by the development of multi-organ
failure (MOF, n=25). Continuous variables are presented as median
(interquartile range [IQR]), and categorical variables are presented as counts
(%). P values indicate statistical significance for differences between
patients with and without MOF, calculated using appropriate nonparametric tests
(for continuous variables) or chi-square/Fisher's exact tests (for categorical
variables). A two-sided p <0.05 was considered statistically significant.
Pediatric
Cutaneous Risk Score (pCRS) Development
The
multivariable logistic regression identified three independent cutaneous
predictors. To comply with TRIPOD reporting standards, the model coefficients (β)
and intercept are provided:
- BSA >30%: β = 1.72 (OR 5.6; 95% CI 2.1–14.8; p < 0.001)
- Purpura: β = 1.43 (OR 4.2; 95% CI 1.6–10.9; p = 0.004)
- Multi-site mucosal lesions: β = 1.33 (OR 3.8; 95% CI 1.4–9.8; p = 0.007)
- Constant (Intercept): -2.45
Each
predictor was assigned 1 point to form the pCRS (range 0–3). Observed mortality
increased stepwise: 0/13 (0%) for 0 points, 1/20 (5%) for 1 point, 2/8 (25%)
for 2 points, and 6/8 (75%) for 3 points (Table 2).

OR, odds ratio; CI, confidence
interval; BSA, body surface area. Multivariate logistic regression analysis.
Table 2. Multivariate
Logistic Regression Analysis of Cutaneous Predictors for Multi-Organ Failure
and Mortality

where
each predictor is coded as 1 if present and 0 if absent. This equation allows
clinicians to translate observed cutaneous features into a precise estimated
risk of MOF at PICU admission, facilitating immediate triage decisions.
The
pCRS maintains excellent discriminatory performance, with an AUC of 0.87 (95%
CI 0.76–0.98), and robust internal
calibration (Hosmer–Lemeshow p = 0.68). Using
a threshold ≥2 points, the model achieves a sensitivity of 88.9%, specificity
of 92.3%, PPV of 75%, and NPV of 95%. Compared with pediatric adaptations of
SCORTEN (AUC 0.78–0.83, sensitivity 70–80%, specificity 75–85%) or PELOD-2 at
admission (AUC 0.75–0.81), the pCRS offers comparable or superior
discrimination while relying solely on observable cutaneous features. Bootstrap
validation with 1,000 resamples yielded an optimism-corrected AUC of 0.85,
indicating minimal overfitting and confirming the model's reproducibility in
early bedside risk assessment.
Model Performance
The pCRS
demonstrated excellent discrimination for mortality, with an AUC of 0.87 (95%
CI 0.76–0.98). Calibration was assessed using the Brier score (0.12), and
visual calibration plots indicated minimal deviation between observed and
predicted probabilities. The calibration slope was 0.94 (95% CI 0.81–1.07), and
the calibration-in-the-large intercept was -0.08 (95% CI -0.42 to 0.26), both
consistent with ideal calibration (slope = 1, intercept = 0). The
Hosmer-Lemeshow test yielded a p-value of 0.62, indicating no significant lack
of fit. At a cutoff ≥ 2 points, the
score yielded a sensitivity of 88.9%, specificity of 92.3%, PPV of 75%, and NPV
of 95%. Internal validation using 1,000 bootstrap resamples confirmed model
stability, with an optimism-corrected AUC of 0.85.
Internal
Validation and Exploratory Analyses
Internal
validation using 1,000 bootstrap resamples confirmed model stability, with an
optimism-corrected AUC of 0.85 (mean optimism 0.02). In qSOFA-positive
patients, pCRS assessment was performed after initial hemodynamic
stabilization, thereby preserving its prognostic value. These findings indicate
that the pCRS provides robust, reproducible, and clinically actionable early
risk stratification, potentially applicable in global pediatric critical care
settings (Fig. 1).

Three independent cutaneous
predictors were identified: body surface area involvement >30% (BSA >30%;
odds ratio [OR] 5.6), purpura (OR 4.2), and multisite mucosal lesions ≥2 sites
(OR 3.8). The Pediatric Cutaneous Risk Score (pCRS) assigns 1 point per
predictor (range 0–3). Using a cutoff ≥2 points, the pCRS showed a sensitivity
of 88.9%, specificity of 92.3%, negative predictive value (NPV) of 95%, and a
stepwise mortality rate ranging from 0% to 75%. Discrimination was excellent
(area under the receiver operating characteristic curve [AUC] 0.87; 95% CI
0.76–0.98). Error bars indicate 95% CI for mortality.
Abbreviations: BSA = body surface area; OR = odds ratio; pCRS = Pediatric Cutaneous Risk Score; NPV = negative predictive value; AUC = area under the curve; CI = confidence interval; MOF = multi-organ failure.
Abbreviations: BSA = body surface area; OR = odds ratio; pCRS = Pediatric Cutaneous Risk Score; NPV = negative predictive value; AUC = area under the curve; CI = confidence interval; MOF = multi-organ failure.
Figure 1. Cutaneous Predictors of
Multi-Organ Failure and Mortality Identified by Multivariate Logistic
Regression
To assess whether
the pCRS performance was driven primarily by SJS/TEN patients (in whom BSA
>30% is a diagnostic criterion), we conducted a sensitivity analysis
excluding the 15 SJS/TEN cases. In the remaining 35 patients with other
dermatologic emergencies, the pCRS maintained good discrimination for mortality
(AUC 0.82; 95% CI 0.68–0.96), suggesting that the score captures risk beyond a
single diagnosis (Fig. 2). Overall model performance in the full cohort
demonstrated strong discrimination (AUC 0.87; optimism-corrected AUC 0.85) and
good calibration, as illustrated in (Fig. 3), with the optimal cutoff of ≥2
points providing high sensitivity (88.9%) and specificity (92.3%).

The dashed line represents perfect
calibration (observed = predicted). The points represent the observed mortality
rate for each patient group, by pCRS score (0–3), plotted against their
predicted probabilities. The proximity of the point clusters to the diagonal
line indicates strong model calibration.
Figure 2. Calibration plot of the
Pediatric Cutaneous Risk Score (pCRS) for mortality.

The Receiver Operating
Characteristic (ROC) curve illustrates the score's ability to predict PICU
mortality. The area under the curve (AUC) is 0.87 (95% CI: 0.76–0.98). After
internal validation using 1,000 bootstrap resamples, the optimism-corrected AUC
remained robust at 0.85. The optimal clinical cutoff of ≥2 points yields a
sensitivity of 88.9% and a specificity of 92.3%.
Figure 3. Discriminative
performance of the Pediatric Cutaneous Risk Score (pCRS).
The proposed
clinical management protocol translates the Pediatric Cutaneous Risk Score
(pCRS) into immediate, actionable steps for critically ill children with
dermatologic emergencies. It integrates risk stratification based on observable
skin findings with systemic assessment using the quick Sequential Organ Failure
Assessment (qSOFA). The protocol guides clinicians through a stepwise process:
initial rapid screening for organ dysfunction, prompt stabilization measures
such as fluid resuscitation and empiric antibiotics, and escalation of
monitoring or intervention according to the patient's pCRS score. Low-risk
patients (scores 0–1) receive standard Pediatric Intensive Care Unit (PICU)
monitoring, moderate-risk patients (score 2) require heightened vigilance with
possible invasive monitoring, and high-risk patients (score 3) are considered
for immediate transfer to a Burn Unit or intensive interventions. Panel A of (Fig.
4) illustrates this risk-based stratification, while Panel B shows the
sequential integration with qSOFA and disease-specific triage (e.g., SJS/TEN or
necrotizing soft tissue infection). By standardizing decision-making at "minute
zero," this protocol ensures timely recognition of deterioration,
optimizes resource allocation, and supports early, targeted interventions to
prevent multi-organ failure and reduce mortality.

Panel A – pCRS-based risk
assessment: Scores are assigned based on body surface area (BSA) involvement
>30%, presence of purpura, and multisite mucosal involvement: Score 0–1 =
standard Pediatric Intensive Care Unit (PICU) monitoring; Score 2 = alert –
invasive monitoring; Score 3 = extreme emergency – Burn Unit transfer. Panel
B – Stepwise sepsis and risk management: Pediatric patients are first
screened with the quick Sequential Organ Failure Assessment (qSOFA) score, then
receive stabilization measures including fluids and antibiotics, followed by
risk-based triaging for SJS/TEN or necrotizing fasciitis. Arrows and symbols
indicate the sequence of steps.
Abbreviations: PICU = pediatric intensive care unit; BSA = body surface area; pCRS = Pediatric Cutaneous Risk Score; qSOFA = quick Sequential Organ Failure Assessment; SJS/TEN = Stevens–Johnson syndrome/toxic epidermal necrolysis; MOF = multi-organ failure.
Abbreviations: PICU = pediatric intensive care unit; BSA = body surface area; pCRS = Pediatric Cutaneous Risk Score; qSOFA = quick Sequential Organ Failure Assessment; SJS/TEN = Stevens–Johnson syndrome/toxic epidermal necrolysis; MOF = multi-organ failure.
Figure 4. Clinical Management
Protocols for Pediatric Dermatologic Emergencies
DISCUSSION
The
Pediatric Cutaneous Risk Score (pCRS) demonstrates that early cutaneous markers
can effectively stratify the risk of multi-organ failure (MOF) and PICU
mortality in children with dermatologic emergencies 15–27. Three
readily observable features—BSA involvement >30%, purpura, and multisite
mucosal lesions (specifically defined as oral, ocular, or urogenital
involvement)—were strongly associated with adverse outcomes. These findings
enable "minute-zero" risk assessment at admission, before laboratory
results are available or physiological deterioration becomes overt 17.
Strengths
and limitations
A
primary limitation is the modest sample size (N=50) and the low number of
mortality events (n=9), reflecting the rarity of these pathologies and
increasing the risk of model overfitting. With only 9 outcome events, our
multivariable model, including three predictors, approaches the recommended 10
events-per-variable ratio, and results should be interpreted with caution until
validated in larger cohorts. While internal validation via bootstrapping
confirmed stability, the findings should be interpreted with caution until
external validation is achieved. Additionally, because BSA >30% is a
diagnostic criterion for TEN, the pCRS may partially reflect the severity
inherent to the diagnosis itself. However, sensitivity analyses excluding
SJS/TEN cases showed that the score remains predictive across other conditions,
such as necrotizing infections. Strengths include the multicenter design, a
high MOF rate (50%), and the elimination of laboratory-dependent variables,
making the tool highly pragmatic for bedside use.
Comparison
with similar research
Adult-based
systems, such as SCORTEN, often overestimate pediatric mortality due to
age-dependent laboratory variables and comorbidities 12. Previous
pediatric studies have highlighted the prognostic value of cutaneous findings
in SJS/TEN and purpura fulminans 6, 20, 22, 26, but no unified,
skin-based scoring tool existed for children. The pCRS builds upon these
observations, providing a systematic and reproducible approach. Unlike the
modified pediatric SCORTEN, the pCRS facilitates immediate triage without
waiting for metabolic panels, which is critical in resource-limited settings.
Explanations
of findings
Purpura
was strongly associated with MOF and mortality (OR 4.2), suggesting early
microvascular compromise and endothelial injury 24. This aligns with
cases where skin changes precede systemic collapse, such as in severe SJS/TEN 6,
20. Extensive BSA involvement (>30%) drives fluid shifts and metabolic
derangement, similar to pediatric burn physiology 22. By using
morphological findings as early indicators rather than as consequences of organ
failure, the pCRS enables earlier clinical escalation.
Implications
and actions needed
Pediatric
dermatologic emergencies are rare (1-6 cases per million children per year) but
carry high morbidity and mortality. The pCRS offers a practical, globally
relevant tool for early risk stratification, guiding ICU resource allocation
and monitoring intensity. Integration with qSOFA and stepwise clinical
management enables risk-based interventions: Score 0-1 (standard monitoring),
Score 2 (alert - invasive monitoring), Score 3 (extreme emergency - Burn Unit
transfer). Specific interventions for a score of 3 might include early transfer
to a burn unit or the initiation of advanced therapies, such as plasmapheresis,
to promptly address severe systemic reactions. By dynamically guiding
interventions, the pCRS has the potential to markedly improve patient outcomes,
reducing time to critical care interventions and possibly lowering mortality
rates. Future directions include prospective multicenter validation,
integration with physiologic or laboratory scores (e.g., PELOD-2), global
implementation studies assessing ICU outcomes, and the development of digital
triage tools for real-time scoring. These approaches will allow for testable
hypotheses on early identification, resource allocation, and mortality
reduction in pediatric dermatologic emergencies, thereby maximizing the
clinical impact of the pCRS.
CONCLUSIONS
The Pediatric Cutaneous Risk Score (pCRS) represents a
significant advance in pediatric critical care, providing a simple, rapid, and
reproducible bedside tool to stratify risk of multi-organ failure (MOF) and
mortality based solely on observable cutaneous findings. By defining the 'Risk
Triangle'—extensive body surface area involvement greater than 30%, purpura,
and multisite mucosal lesions—clinicians can identify high-risk children
immediately upon PICU admission, often before laboratory results or overt
physiological deterioration occur, enabling timely interventions, optimized ICU
resource allocation, and prioritized intensive monitoring. The pCRS
demonstrated robust internal validity (AUC 0.85 after 1,000 bootstrap
iterations) and aligns with existing evidence linking dermatologic
manifestations to systemic endothelial injury, coagulopathy, and early organ
dysfunction in pediatric SJS/TEN, necrotizing soft tissue infections, and
severe drug reactions. Its simplicity, reproducibility, and reliance on purely
morphological features make it particularly valuable across diverse and
resource-limited healthcare settings. While external validation remains
necessary, the pCRS has the potential to serve as a universally applicable tool
for early risk stratification, to inform standardized clinical pathways, to
improve triage, and to guide critical care resource allocation. Differences in
resources, training, or patient populations across regions could impact its
applicability and performance. For instance, variations in clinician training
regarding dermatologic conditions might affect the accuracy of pCRS
assessments.
Additionally, resource-limited settings may face
challenges in implementing advanced interventions associated with high pCRS
scores. Nevertheless, its global utility can be enhanced through integration
into physiologic or biomarker-based scoring and digital real-time decision
support, further enhancing its clinical utility. Overall, the pCRS embodies a
pragmatic, evidence-based approach to improving outcomes in a high-risk
pediatric population, offering a 'zero-minute' assessment that bridges
dermatology and critical care and sets the stage for future innovations in
bedside prognostic scoring.
Author
Contributions: Marlon Carbonell González, MD, and Rosali Santiago Roibal, MD:**
Co-first authors; conceptualization, study design, data collection, statistical
analysis, manuscript drafting, corresponding author (Marlon).
Deborah Cabrera
Rodríguez, MD: Literature review, manuscript revision, interpretation of
clinical findings, and critical review.
**These authors
contributed equally to this work.
Funding:
This work was conducted without external funding.
Institutional Review Board Statement: The authors are accountable for all aspects of the work in ensuring
that questions related to the accuracy or integrity of any part of the work are
appropriately investigated and resolved. The study was conducted in accordance
with the Declaration of Helsinki and its subsequent amendments. The study
protocol was reviewed and approved by the Institutional Review Board/Ethics
Committee of the Provincial Pediatric Hospital Eliseo Noel Caamaño (Protocol
No.: MEC-IRB-2023-045). Due to the study's retrospective nature and the use of
anonymized medical records, the ethics committee waived the requirement for
written informed consent.
Informed Consent Statement: Patient consent was waived due to
the study's retrospective, observational design and the use of anonymized
medical records. The Institutional Review Board approved the waiver of informed
consent in accordance with national regulations and the Declaration of
Helsinki.
Data
Availability Statement: The
individual patient data supporting the findings of this study are not publicly
available due to institutional ethical restrictions and the confidentiality of
pediatric patient records. The study protocol and statistical analysis plan
will also not be shared to comply with institutional policies and ethical
guidelines.
Acknowledgments: We
sincerely thank the staff of the Pediatric Intensive Care Units at the
Provincial Pediatric Hospital Eliseo Noel Caamaño, and the Finlay-Albarran
Faculty of Medical Sciences for their dedication to patient care and meticulous
documentation of clinical data, which made this study possible.
Conflicts
of Interest: All authors have completed the ICMJE uniform disclosure form. The
authors have no conflicts of interest to declare.
AI-Assisted Tools Disclosure: No artificial intelligence system was used to generate,
manipulate, or analyze experimental data or statistical results in this study.
All quantitative assessments were performed directly by the authors using
validated scientific methods. The authors independently verified all results,
analyses, and conclusions, in compliance with the BioNatura Journal policy:
https://bionaturajournal.com/artificial-intelligence--ai-.html
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Received: January 3, 2026 / Accepted: March
1, 2026 / Published (online): March
15, 2026 (Europe/Madrid)
Citation. Carbonell González M, Santiago Roibal
R, Cabrera Rodríguez D. Pediatric Cutaneous Risk Score: Early Skin-Based
Prediction of Multi-Organ Failure in Critically Ill Children. BioNatura
Journal: Ibero-American Journal of Biotechnology and Life Sciences.
2026;3(1):8. https://doi.org/10.70099/BJ/2026.03.01.8
Correspondence should be addressed to: marloncarbonell95@gmail.com; rosalisantiago97@gmail.com
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