Back

Children

○ MDPI AG

Preprints posted in the last 30 days, ranked by how well they match Children's content profile, based on 10 papers previously published here. The average preprint has a 0.02% match score for this journal, so anything above that is already an above-average fit.

1
An investigation of dental-related emergency department presentations and patient characteristics in Victoria, Australia.

Adam, R.; Nguyen, J.; Keating, A.; Lin, C.; Nguyen, T. M.

2026-09-30 dentistry and oral medicine 10.64898/2026.09.24.26363871 medRxiv
Top 0.1%
11.1%
Show abstract

Objective Describe the profile of consumers utilising Emergency Departments (ED) across Victorian hospitals for dental conditions between financial year 2018-19 to 2022-23. Methods Dental conditions were grouped according to the diagnosis categories using the International Statistical Classification of Diseases and Related Health Problems, Tenth Revision, Australian Modification (ICD-10-AM). Presentations for non-dental conditions were classified as 'Other'. Dependent variables included age, sex, Aboriginal and Torres Strait Islander (Aboriginal) background, language other than English, interpreter required, remoteness, and socio-economic disadvantage according to the Index of Relative Socio-economic Disadvantage (IRSD). The primary outcome evaluated is the relative risk ratio (RRR) of having a hospital ED presentation for a dental condition compared to a non-dental condition and age-specific rates per 100,000 population. Multinomial logistic regression was performed following the backwards elimination method. Results Over the years 2018-19 to 2022-23, 0.55% (n=44,382) of ED presentations across Victorian hospitals by Victorian residents were due to dental conditions. Patients aged 20-44 years have the highest RRR compared to other age groups for dental-related ED presentations. Patients experiencing social inequity in terms of demographic factors such as Aboriginal background, requiring an interpreter, not living in a major city and living in areas of greater disadvantage (IRSD) have statistically significant increased RRR for dental-related ED presentations. Conclusion Patient characteristics were useful for identifying the relative risk of dental-related ED presentations between socio-economic and demographic groups to inform relevant public policy design focus on preventing dental-related ED.

2
Clinicians Perspectives on Fighting the Ventilator

Olivier, L.; Madzhakova, D.; Lauterbach Oprea, C.; Stollenwerk, A.; Orlikowsky, T.; Schoberer, M.

2026-10-21 pediatrics 10.64898/2026.10.20.26365990 medRxiv
Top 0.1%
8.1%
Show abstract

Introduction: Fighting the ventilator (FV) is characterized by a patients active counteraction of respiratory gas flow across multiple breaths during mechanical ventilation. An effective ventilation is prevented during such episodes. The objective of this exploratory study was to evaluate clinicians knowledge, perception and agreement regarding this condition. Methods: In a cross-sectional online survey, medical professionals with experience in intensive care medicine (mostly neonatal and pediatric patients) responded to 11 questions covering various clinical aspects of FV. Results: All respondents were familiar with the phenomenon and assessed it to be clinically relevant. Neonates were perceived to be predominantly affected. Promoting factors of FV included inadequate sedation and ventilation-associated factors. In clinical practice, the participants identified FV by clinical evaluation, analysis of ventilator waveforms and capnography and used both pharmacological and non-pharmacological intervention strategies. There was no consensus concerning the English terminology of the condition. Only few respondents were familiar with local guidelines to manage FV. Conclusion: Although there was consensus on the relevance of FV, diagnostics and management strategies were highly heterogeneous. Many participants agreed that poor patient-ventilator synchrony was an important cause of FV. Future work should focus on characterizing and generating evidence on FV.

3
The cry as a vital sign: A smartphone based study protocol of neonatal cry acoustics in hypoxic ischemic encephalopathy

Chakraborty, D.

2026-10-14 pediatrics 10.64898/2026.10.12.26365334 medRxiv
Top 0.1%
8.1%
Show abstract

Background. Many Indian special newborn care units (SNCUs) cannot offer amplitude-integrated EEG (aEEG) or early MRI, so bedside judgement decides which newborns receive closer neurological attention. Earlier work found that asphyxiated newborns cry with a higher pitch and shorter phonation than healthy newborns, and a meta-analysis reported higher fundamental frequency, dysphonation and atypical melody in infants with neurological dysfunction, with wide differences between studies. Aim. To determine whether basic acoustic features of a smartphone-recorded pain cry (following a heel prick) can differentiate term newborns with HIE from control newborns. Also, to track changes in cry acoustics over the first 72 hours of life and evaluate their association with the clinical severity and short-term outcomes of encephalopathy. Design. A prospective, single centre diagnostic accuracy and cohort study in a tertiary SNCU. Three groups of term newborns are recorded: newborns with HIE, healthy comparators, and sick comparators who do not have HIE. Every newborn is recorded after the same stimulus, the first clinically indicated heel-prick. Newborns with HIE and sick comparators are recorded again at 24 hours, 72 hours and before discharge. A cry that is late or absent counts as a result and not as a missing value. Three clinicians blinded to group also classify the cries by listening, so the phone-based measures can be compared with the human ear. Analysis. The primary outcome is the area under the ROC curve of a logistic model with five pre-specified acoustic predictors. The target is 180 analyzable newborns (70 with HIE and 110 comparators). Reporting follows STARD and TRIPOD+AI. Relevance. In a South Asian trial, cooling did not reduce death or disability at 18 months and increased death alone. A cry tool in this setting is therefore proposed to help prioritize EEG, seizure surveillance, closer observation and referral. It is not proposed as a trigger for cooling. Keywords: neonatal encephalopathy; infant cry; acoustic analysis; smartphone; diagnostic accuracy; low-resource setting.

4
Performance of Contemporary Large Language Models on the National Prosthodontic Resident Examination: A Multi-Year Comparative Study

Chen, Y.-w.; Bhunyanaphakul, V.; Kosago, P.; Finkelman, M.; Lee, D. J.

2026-10-21 dentistry and oral medicine 10.64898/2026.10.19.26365937 medRxiv
Top 0.1%
5.8%
Show abstract

Purpose: To compare the performance of three large language models (LLMs), ChatGPT-o1, Grok 3, and Gemini 2.0 Pro, on the American College of Prosthodontists' National Prosthodontic Resident Examination (NPRE). Materials and Methods: Official NPRE examinations from years 2015-2024 were retrieved from the American College of Prosthodontists website and used to prompt each LLM. Paid access tiers and advanced reasoning were enabled. Responses from LLMs were recorded and compared against the official answer keys for accuracy, variability across years, and consistency of responses. Duplicate questions were retained for the primary analysis and removed in a sensitivity analysis. Accuracy (percent correct) was compared using generalized estimating equations binary logistic regression (primary); Cochran's Q with Bonferroni-adjusted McNemar tests (sensitivity). Year-to-year variability (SD of annual accuracy) was compared using weighted Levene tests. Consistency across duplicate items was quantified as the percentage of perfect matches and compared using Cochran's Q with Bonferroni-adjusted McNemar tests. Results: Across 1,487 questions, overall accuracy differed among models (global P < 0.001). ChatGPT-o1 achieved 78.4% correct, Grok 3 76.4%, and Gemini 2.0 Pro 73.2%; ChatGPT-o1 and Grok 3's accuracy significantly exceeded Gemini 2.0 Pro (both P [&le;] 0.016), with no significant difference between ChatGPT-o1 and Grok 3 (P = 0.099). After removing duplicates (n = 1,200), results were similar: ChatGPT-o1, Grok 3, and Gemini 2.0 Pro were 77.1%, 76.6%, and 71.5% correct, respectively; ChatGPT-o1 and Grok 3's accuracy was significantly higher than Gemini 2.0 Pro (both P < 0.001). Variability across years did not differ significantly (P [&ge;] 0.097). Grok 3 showed significantly higher perfect-match consistency (79.2%) than ChatGPT-o1 (69.4%) and Gemini 2.0 Pro (64.5%) (P [&le;] 0.010). Conclusions: Contemporary LLMs showed 70-80% accuracy on postgraduate prosthodontic multiple-choice content. While promising for educational support, residual error and inconsistency warrant human oversight and transparent methods reporting before curricular adoption.

5
Dental Anxiety in Oral-Systemic Health: Empirical Evaluation of a Published Conceptual Model

Kajita, M.; Yada, A.; Ylostalo, P.; Pohjola, V.; Sipila, K.; Humphris, G.; Auvinen, J.; Lahti, S.

2026-09-28 dentistry and oral medicine 10.64898/2026.09.25.26364045 medRxiv
Top 0.1%
5.1%
Show abstract

Objectives: A previously published conceptual mapping review integrated fragmented evidence on dental anxiety (DA) into a broader conceptual model of potential causes and consequences. This study focused on consequences, extending from oral health-related behaviours through oral disease to systemic health, and empirically evaluated these hypothesized relationships on the population level. Methods: Cross-sectional data from the 46-year follow-up of the Northern Finland Birth Cohort 1966 (n = 1,859) were analysed using structural equation modelling. DA was modelled as a latent construct; delayed/problem-oriented dental attendance and home oral care as behavioural proxies; periodontal disease burden as the percentage of sites with probing pocket depth >=4 mm; and cardiovascular risk as a Framingham-based risk score. Generalized anxiety, sex, and education were covariates. Smoking-stratified multigroup analyses assessed model robustness. Results: The prespecified associations were observed across behavioural, periodontal, and systemic-risk domains. Higher DA was associated with more delayed/problem-oriented attendance and poorer home care; both were associated with greater periodontal disease burden, which in turn was associated with higher cardiovascular risk. Model fit was good (chi-square(119) = 529.98, CFI = 0.962, TLI = 0.951, RMSEA = 0.043, SRMR = 0.051). The overall association between DA and cardiovascular risk was small (beta = 0.066, p = .004), with a small decomposed indirect association (beta = 0.013, p = .006) and a remaining direct association (beta = 0.053, p = .022). Smoking-stratified multigroup comparisons found no differences in the structural associations by smoking status. Conclusions: This population-based evaluation provides preliminary empirical support for the conceptual model. Findings extend the relevance of DA beyond dental attendance and oral health outcomes to a broader oral-systemic public-health context. Cross-sectional data cannot establish temporal or causal ordering; longitudinal replication is needed.

6
Factors Associated with Predischarge Morbidity and Mortality in Small for Gestational Age Infants: A Single-Center Retrospective Cohort Study

Cinkus-Rios, C.; Pickell, S.; Thompson, C.; Bomback, M.; Lyford, A.; Hays, T.

2026-10-09 pediatrics 10.64898/2026.10.07.26364995 medRxiv
Top 0.1%
4.4%
Show abstract

Objective: To identify factors associated with predischarge morbidity and mortality among small for gestational age infants. Study Design: We conducted a retrospective single-center cohort study of small for gestational age infants admitted to a level IV neonatal intensive care unit. We determined the association of clinical characteristics, congenital anomalies, and genetic disorders with the primary outcome of predischarge morbidity or mortality and characterized morbidity and mortality across congenital anomaly subgroups. Results: Among 293 small for gestational age infants, 18 (6.1%) had a genetic disorder and 103 (35.2%) had a major congenital anomaly, with congenital heart disease (CHD) representing the largest subgroup. The primary outcome of morbidity or mortality occurred in 93 infants (31.7%); 74 infants (25.3%) experienced morbidity and 19 (6.5%) died. CHD (adjusted odds ratio [aOR]: 16.5, 95% CI 6.44-45.7) and multiple congenital anomalies (aOR: 17.8, 95% CI 4.64-71.1) were found to be strongly associated with morbidity or mortality, after accounting for sex, maternal race, and intubation > 7 days. Statistically significant associations were also found with the presence of musculoskeletal anomalies as well as genetic disorders in infants without congenital anomalies, though in limited sample sizes. CHD was the largest contributor to morbidity, whereas multiple congenital anomalies accounted for the greatest proportion of mortality. Infants with abdominal wall defects and central nervous system anomalies experienced no morbidity or mortality. Conclusion: Congenital heart disease and multiple congenital anomalies were strongly associated with morbidity and mortality among SGA infants, whereas the degree of SGA alone was not. These findings suggest that risk is not explained by the degree of SGA alone and may be more strongly associated with congenital disease and other underlying factors.

7
Quantifying the Pharyngeal Wall Thickness on Modified Barium Swallow Studies: A Scoping Review and Reliability Study

Mao, S.; McMillan, H.; Leone, J. D.; Barbon, C. E. A.; Buoy, S. N.; Brock, K. K.; Lai, S.; Naser, M. A.; Fuller, C. D.; Hutcheson, K. A.; InHANCE Research Program Working Group,

2026-10-19 radiology and imaging 10.64898/2026.10.17.26365811 medRxiv
Top 0.1%
3.7%
Show abstract

Purpose: Posterior pharyngeal wall (PPW) thickening is a common structural manifestation of treatment-related internal lymphedema in patients with head and neck cancer and can be evaluated using lateral videofluoroscopic images acquired during modified barium swallow (MBS) studies. However, no standardized method currently exists for quantitative measurement. Methods: This two-phase methodological study first conducted a scoping review to characterize existing approaches to PPW thickness measurement and identify the principal factors contributing to variation in PPW thickness measurement. Eight studies were identified with variation observed across these measurement factors. An empirical reliability study was then performed using 107 MBS studies from 93 Head and Neck Cancer patients. Two independent raters annotated 10 anatomical landmarks on pre-swallow and post-swallow resting frames, and a computer-assisted algorithm quantitatively generated seven candidate PPW thickness measurements based on different vertebral reference points and measurement directions. Reliability was assessed intraclass correlation coefficients (ICCs). Results: Inter-rater reliability was highest for the measurement originating from the midpoint of C3 and extending perpendicular to the anterior C3 surface (ICC, 0.78; 95% CI, 0.72-0.83). Among the normalization references, C2-C4 vertebral length demonstrated greater reliability than C3 vertebral length, with an ICC of 0.88 (95% CI, 0.85-0.91). No significant differences were observed between pre-swallow and post-swallow PPW thickness measurements across the evaluated approaches. Conclusions: These findings provide a methodological foundation for more standardized and reliable quantification of PPW thickness, with potential to expand the role of MBS from the functional evaluation of swallowing to include quantitative characterization of pharyngeal structural abnormalities.

8
Investigating the oral and dental effects of nicotine pouches: findings from a patient and professional survey with in-person assessment.

Holliday, R.; Currie, C.; Jackson, J.; Allison, J.; Ash, E.; Lansdowne, N.; Basta, P.; Tapon, R.; Atkinson, N.; Fucile, A.; Padgett, E.; Warner, S.; Miluna-Meldere, S.; Crombie, L.; Toma, Z.; Nile, C.; Jakubovics, N.; Kist, R.; Robinson, M.

2026-10-05 dentistry and oral medicine 10.64898/2026.09.29.26364219 medRxiv
Top 0.1%
3.4%
Show abstract

Background: Nicotine pouches (NPs) are increasingly popular tobacco-free nicotine products, particularly among young people. Despite growing use, evidence regarding their oral health effects remains limited. Methods: We employed a mixed-methods approach comprising: (1) a national cross-sectional survey of NP users, (2) a survey of UK dental professionals, and (3) in-person clinical assessments of NP users. Survey data explored patterns of NP use, oral and dental side effects, and perceptions of risk. Clinical assessments included comprehensive oral examinations, periodontal assessments, and histopathological investigation of lesions where indicated. Results: A total of 3,659 NP users completed the public survey. Participants were predominantly male (89%) and aged 16-22 years (78%). Overall, 45% reported at least one oral or dental side effect. The most commonly reported effects were gingival recession (60%), burning sensations (41%), white patches (30%), and dry mouth (29%). Higher nicotine exposure was associated with increasing numbers of reported side effects. Among 126 dental professionals, oral lesions associated with NP use were commonly observed clinically, while only 17% reported seeing no oral or dental effects. Thirty-three NP users underwent in-person assessment. Ten lesions were biopsied; six demonstrated hyperkeratosis and four showed oral epithelial dysplasia (three mild, one moderate). All dysplastic lesions occurred at pouch placement sites. In two cases, clinical follow-up demonstrated partial or complete resolution of lesions following cessation of NP use. Periodontal assessments demonstrated generally low levels of periodontal disease and gingival recession across the cohort. Conclusions: Oral and dental side effects associated with NP use were commonly reported by users and observed by dental professionals. Histopathological assessment identified biopsy-confirmed oral epithelial dysplasia in lesions occurring at pouch placement sites, representing, to our knowledge, the first such report associated with NP use. Evidence of lesion improvement following discontinuation of use suggests that at least some NP-associated oral changes may be reversible. Although causality cannot be established, these findings highlight the need for vigilance among dental professionals and urgent longitudinal research to determine the incidence, progression, and reversibility of NP-associated oral lesions.

9
Attention Is All You Need: A Universal Augmented Reality Surgical Navigation Framework

Zhao, D.; Qiu, Y.; Guo, Y.; Luo, X.; Liu, Y.; Li, X.; Chen, H.; Cai, X.; Tian, T.

2026-09-25 dentistry and oral medicine 10.64898/2026.09.20.26363284 medRxiv
Top 0.1%
3.3%
Show abstract

Hard-tissue surgery requires precise spatial control, while conventional computer-assisted navigation presents guidance separately from the operative field. Augmented reality can bring navigation information closer to the surgeon, but how best to translate this information into intuitive intraoperative guidance remains underexplored. We therefore developed an augmented reality navigation system (ANS) that translates real-time deviations from the planned trajectory into co-located holographic action cues. Evaluation comprised typodont and ex vivo porcine experiments, a randomized crossover study in 40 dental trainees, and eight clinical cases. In porcine mandibles, ANS showed lower angular deviation than static and dynamic navigation (1.78 vs 6.42 and 4.02 degrees). Among trainees, accuracy was comparable with dynamic navigation, while workload was lower (29.18 vs 33.15), usability higher (73.13 vs 68.88), and visual-focus ratings improved (3.55 vs 2.28). Clinical cases supported feasibility. These findings support co-located action guidance as an alternative interface paradigm for surgical navigation.

10
Microbiological characteristics of ventilator-associated pneumonia in patients with neurological injuries: a multicentric cohort

Fouere, L.; Youinou, M.; Schimpf, C.; Mongardon, N.; Quesnel, C.; Philippart, F.

2026-10-16 intensive care and critical care medicine 10.64898/2026.10.15.26365620 medRxiv
Top 0.2%
2.7%
Show abstract

Incidence of ventilator-associated pneumonia (VAP) is increased in patients admitted for brain injury. Staphylococcus aureus appears to be a particularly common pathogen in these respiratory infections. Our aim was to confirm the extent of S. aureus involvement in VAP among patients with neurological injuries. We conducted a retrospective, multicenter study including patients with and without neurological injuries who developed VAP during their ICU stay. Among 15 702 patients admitted in the participant centers during the study period. 407 were finally included in the study. S. aureus was involved in 122 (61.6%) VAP in brain-injured patients and 63 (30.1%) of non-brain-injured patients. In brain-injured patients, multivariate analysis identified age (0.97 [0.95; 0.98]), antibioprophylaxis (0.31 [0.18; 0.53]; p < 0.0001), subarachnoid hemorrhage (2.18 [1.01; 4.68]; p=0.0461), lower Glasgow coma score (0.92 [0.87; 0.97]; p= 0.004) and SAPS II (0.98 [0.97; 1]; p=0.0174) as critical factors associated with the risk of S. aureus in VAP. In the non-brain-injured population, multivariate analysis identified antibioprophylaxis (0.38 [0.22; 0.65]; p=0.0006), age (0.96 [0.95; 0.98]; p<0.0001), SAPS II (0.98 [0.97; 1]; p=0.0265), thoracic surgery (0.21 [0.09; 0.48]; p=0.0002) and peripheral neurosurgery (1.95 [1.2; 3.19]; p=0.0076) as critical factors. A total of 172 patients (42.3%) died during their ICU stay and 90-days mortality was 194 (47.7%). No difference of mortality was noticed function of VAP-associated pathogen.

11
Documented Dental Disease in Patients With Staphylococcus aureus Bacteremia

Ssentongo, P.; Peacock, W. F.; Durieux, J. C.; Colovos, C.

2026-10-20 dentistry and oral medicine 10.64898/2026.10.18.26365833 medRxiv
Top 0.2%
2.5%
Show abstract

Importance: Clinicians often look for a dental source in Staphylococcus aureus bacteremia (SAB), but how often dental disease is found, compared with other bacteremias, is unclear. Objective: To compare documented dental disease in adults with SAB, Escherichia coli bacteremia, and a general population cohort. Design, Setting, and Participants: Retrospective cohort study in the Protege database of 48 975 adults with bacteremia from January 1, 2015, through December 31, 2023, assigned by earliest in-window organism, and 81 945 general population adults. Exposures: SAB, with E coli bacteremia as the primary comparator and the general population as the secondary comparator. Main Outcomes and Measures: Documented dental disease from 7 days before through 30 days after index, defined by a qualifying dental procedure or disease-specific note text and adjusted for age, sex, race, and documentation intensity. Results: Dental disease occurred in 528 of 16 435 patients with SAB (3.21%) and 179 of 24 942 patients with E coli bacteremia (0.72%). The adjusted odds ratio was 3.86 (95% CI, 3.23 to 4.63). By the pathology-only definition, disease occurred in 517 patients with SAB (3.15%) and 399 general population patients (0.49%). The adjusted odds ratio was 3.71 (95% CI, 3.08 to 4.46). Within SAB, rates were highest with prior infective endocarditis (9.8%), opioid use disorder (6.2%), injection drug use (5.3%), and prosthetic valve (5.0%). Prevalence ranged from 0.49% in the general population to 7.98% in other streptococcal bacteremia. Of 437 patients with SAB and an assignable first finding date, 333 (76.2%) had the finding after the index date. Conclusions and Relevance: Dental disease was documented more often in SAB than in E coli bacteremia after adjustment. Most findings were first recorded after bacteremia was recognized, during SAB evaluation. These data do not show that dental disease caused the bacteremia.

12
Associations between prenatal (poly)phenol intake and cognitive outcomes in school-age children

Fiecke, C.; Bellando, J.; Whiteside, M.; Slaton, C.; Bimali, M.; Bao, M.; Williams, D. K.; van der Plas, E.; Kay, C. D.; Andres, A.

2026-10-11 pediatrics 10.64898/2026.10.08.26365020 medRxiv
Top 0.2%
2.2%
Show abstract

Background: (Poly)phenol intake is associated with improved cognitive function in adults, with emerging evidence suggesting benefits in children. However, the role of prenatal (poly)phenol exposures in cognitive development remains a gap in early-life nutrition research. Objective: This analysis of a longitudinal cohort tested the associations between prenatal (poly)phenol intakes and cognitive outcomes in school-age children at age 5 and 8 years. Methods: Participants included mother-child pairs enrolled in a prospective, longitudinal study during pregnancy and completed 5- and 8-year follow-up visits (N = 129). 3-day food records were used to estimate prenatal and child intakes of energy and 18 (poly)phenol subclasses using a database developed from Phenol-Explorer (v3.6). The analytical sample included children (N = 111) with completed assessments for academic achievement, language skills, and intelligence quotient (IQ) scores (Mean = 100, SD = 15). Regression models estimated associations between (poly)phenol intakes and cognitive outcomes, adjusted for breastfeeding duration, maternal IQ, pre-pregnancy BMI, gestational age, and infant sex. Results: Average prenatal total (poly)phenol intake was 716 mg/d. Prenatal (poly)phenol intakes were not associated with child academic achievement scores. Higher prenatal flavone intakes were associated with higher language ({beta}: 4.36, p = 0.045) and IQ ({beta}: 9.43, p = 0.002) scores. Higher flavonol ({beta}: -4.67, p = 0.022) or hydroxybenzoic acid intakes ({beta}: -3.88, p = 0.026) were associated with lower language scores. Major sources of flavones and lignans included coffee, orange juice, and herbal tea. Coffee, cranberry, black tea, okra, and tomato sauce provided flavonols and hydroxybenzoic acids. Conclusions: Associations between prenatal (poly)phenol intake and child cognitive outcomes were mixed and differed by subclass. Further investigation is needed to explore the role of co-occurring nutrients and other dietary components. These findings suggest that (poly)phenol subclasses derived from healthier plant-based foods, including citrus fruit and herbal tea, may associate with improved child cognitive outcomes.

13
Validation of an EEG-based Delirium Monitor in the ICU

Onyemekwu, C. A.; Karunakaran, S.; Armenta Salas, M.; Prendergast, N. T.; Toth, K. M.; Miller, M. D.; Lee, S.; Kamousi, B.; Mulkey, M. A.; Sadaka, F. G.; Striegel, T.; Girard, T. D.

2026-09-29 intensive care and critical care medicine 10.64898/2026.09.23.26361767 medRxiv
Top 0.2%
2.2%
Show abstract

Purpose Delirium affects around 40% of intensive care unit (ICU) patients and adversely affects survival, length of stay, and cognitive recovery. Despite this, implementation of systematic clinical delirium assessments is variable. We sought to validate a point-of-care electroencephalography (EEG)-based system (Ceribell, Inc.) for the detection of delirium in the ICU. Methods In this multicenter, prospective cohort study, we monitored adult ICU patients with the Ceribell EEG system for 6-8 hours for a minimum of three days. Up to three times per day, expert clinicians assessed participants for delirium and research coordinators completed Confusion Assessment Method for the ICU (CAM-ICU) assessments, which we used to calculate CAM-ICU-7 severity scores. We compared expert clinician diagnoses with Ceribell EEG algorithm output using data from 30-minute periods surrounding each clinician assessment. Results Among 225 participants analyzed (median age: 64 years, 60% male, 21% mechanically ventilated), expert clinicians performed 857 assessments and found 24% of participants were delirious during at least one assessment. The Ceribell EEG system detected delirium with a sensitivity of 81% (95% CI: 76% to 87%) and specificity of 81% (95% CI: 78% to 84%). The continuous Ceribell EEG system score correlated with CAM-ICU-7 delirium severity scores (bootstrapped median rho 0.58, IQR: 0.54-0.62, p <0.001). Conclusion In a mixed adult ICU population, the Ceribell EEG system identified delirium with good sensitivity and specificity. Its continuous output was associated with delirium severity, highlighting its potential ability to characterize underlying physiological patterns across the clinical delirium spectrum.

14
Bacterial profile and antibiotic sensitivity patterns among patients admitted to the Intensive Care Unit at Mbeya Zonal Referral Hospital: a cross-sectional study.

Zumba, M. A.; S., M.; A., J.; E., L.; H., M.; A., O.; F, R.; M., E.

2026-10-16 intensive care and critical care medicine 10.64898/2026.10.14.26365595 medRxiv
Top 0.2%
2.2%
Show abstract

Sepsis is a global health problem. Patients in the Intensive Care Unit (ICU) are at risk of having sepsis because of their vulnerability and use of invasive medical devices. Emerging antimicrobial-resistance complicates treatment. Understanding bacterial profiles and antibiotic sensitivity patterns in the ICU plays an important role in managing sepsis, optimizing antimicrobial use, and improving patient outcomes. The aim of this study was to show bacterial profiles and antibiotic sensitivity patterns among patients who were admitted to the ICU at Mbeya Zonal Referral Hospital for 12 months. This was a prospective cross-sectional study among 187 sepsis-suspected patients. Data analysis was performed using SPSS Version 27. Categorical data were summarized by frequency and percentage. Fishers exact test, chi-square test, and modified Poisson regression were used to show the association between patients clinical variables and culture positivity at a 95% CI. Statistical significance was set at a p-value < 0.05. Out of 187 samples, 41.7% were culture positive. Gram-negative bacteria were commonly isolated (65.4%, with Klebsiella pneumoniae and Escherichia coli being commonly isolated. Commonly isolated Gram-positive bacteria were Coagulase-negative Staphylococcus species (19%). 100% of gram-positive bacteria and 96% of gram-negative bacteria were Multi-Drug Resistant (MDR), respectively. In multivariable analysis, patients who were intubated and mechanically ventilated (aPR = 2.208, 95% CI: 1.133-4.305, p = 0.020) and post-laparotomy patients (aPR = 3.241,95% CI: 1.320-7.958, p = 0.010) independently had a higher proportion of Gram-negative bacteria. The study reveals a high level of resistance to commonly used antimicrobials in our setting, necessitating strengthening of the antimicrobial stewardship program and routine surveillance of antimicrobial resistance patterns.

15
Structural damage of the cervical spinal cord within and beyond the maximal compression area in mucopolysaccharidosis types I and VI

Nestrasil, I.; Lenglet, C.; Krasovec, I.; Mueller, B. A.; Ahmed, A.; Bondy, M. T.; Labounkova, I.; Chekouo, T.; Svatkova, A.; Whitley, C. B.; Labounek, R.

2026-10-21 radiology and imaging 10.64898/2026.10.21.26365852 medRxiv
Top 0.2%
2.1%
Show abstract

Background: Cervical spinal cord (CSC) compression and myelopathy are frequent, severe complications in mucopolysaccharidosis (MPS) types I and VI. Early detection is critical to prevent irreversible neurological deficits and preserve quality of life. This prospective study aimed to identify quantitative neuroimaging biomarkers of structural CSC damage and myelopathy in MPS I and VI. Methods: Structural and diffusion magnetic resonance imaging (MRI) of the CSC was analyzed in 17 MPS I patients, 3 MPS VI patients (19{+/-}7 years), and 19 case-matched healthy controls (20{+/-}7 years). CSC macrostructure (cross-sectional area, diameters) and microstructure (fractional anisotropy [FA], radial [RD], mean, axial diffusivities) were evaluated within and beyond the maximal compression areas. Results: MPS patients demonstrated reduced CSC cross-sectional area and anterior-posterior diameter at upper cervical levels, alongside widespread microstructural alterations (lower FA, higher RD) throughout the CSC versus controls (pFDR<0.05). Restricted foramen magnum space was associated with microstructural damage at lower cervical levels without overt macrostructural compression. Morphological and microstructural metrics were sensitive to CSC compression and myelopathy severity (pFDR<0.05). Lower CSC integrity correlated with more advanced growth retardation (p<0.001). Among patients receiving hematopoietic stem cell transplantation, earlier treatment correlated with preserved upper CSC morphology (p<0.05). Distinct neuroimaging phenotypes were observed across MPS genotypes (pFDR<0.05). Conclusions: CSC MRI provides candidate neuroimaging biomarkers for early detection and characterization of myelopathy in MPS I and VI. Structural damage extends beyond primary maximal compression areas, highlighting these markers for clinical monitoring and future therapeutic trials.

16
Discrepancies in Interpretation of Japanese Radiology Report Expressions Between Radiologists and Referring Physicians

Yamaguchi, T.; Matsuo, H.; Nishio, M.; Inukai, J. I.; Matsunaga, T.; Kojita, Y.; Sofue, K.; Murakami, T.

2026-10-21 radiology and imaging 10.64898/2026.10.19.26364709 medRxiv
Top 0.2%
2.1%
Show abstract

Objectives To evaluate discrepancies between radiologists and referring physicians in the interpretation of diagnostic probabilities conveyed by common Japanese expressions used in radiology reports. Materials and Methods Fifteen expressions commonly used to convey diagnostic probabilities in radiology reports were selected by five attending radiologists. An anonymous online survey was distributed to 26 radiologists and 33 referring physicians at a single institution. Participants assigned a diagnostic probability (from 0% to 100% in 10% increments) to each expression. Differences in median probabilities between radiologists and referring physicians were analyzed using the Mann-Whitney U test. Variability in interpretation was assessed using interquartile range (IQR), with IQR [&ge;] 30% defined as substantial variability. Results All radiologists (26/26) and 97% of referring physicians (32/33) completed the survey. Seven of the 15 expressions showed statistically significant differences in interpretation between radiologists and referring physicians: "c/w" (80% vs. 60%; p = 0.031), the Japanese equivalents of "present" (100% vs. 100%; p = 0.024), "suspect of" (80% vs. 70%; p = 0.007), "possibly" (50% vs. 70%; p < 0.001), "unlikely" (10% vs. 10%; p = 0.022), "cannot be ruled out" (25% vs. 40%; p < 0.001), and "not inconsistent with" (80% vs. 90%; p = 0.008). Substantial variability in interpretation (IQR [&ge;] 30%) was observed for four expressions: "cannot be ruled out" (IQR, 10%-40%), "s/o" (IQR, 60%-90%), "c/w" (IQR, 50%-90%), and "not inconsistent with" (IQR, 70%-100%). Conclusion This study revealed that nearly half of the Japanese expressions commonly used to convey diagnostic probabilities were interpreted differently by radiologists and referring physicians. These discrepancies highlight the need for a standardized lexicon to improve clarity and consistency in radiology reporting.

17
Validity and reliability of the Japanese version of the Movement Behaviour Questionnaire-Child (MBQ-C) for assessing active play, screen time, and sleep in preschool children

Komura, K.; Yamakita, M.; Kyan, A.; Inoue, S.; Nagano, M.; Takenaga, R.; Breugelmans, R.; Jego, E. H.; Trost, S. G.

2026-09-29 public and global health 10.64898/2026.09.28.26364096 medRxiv
Top 0.3%
2.0%
Show abstract

Background: Valid and feasible measures of preschoolers' 24-hour movement behaviours are needed for population-level research. We developed a Japanese version of the Movement Behaviour Questionnaire-Child (MBQ-C) and evaluated its measurement properties and practicality. Methods: After translation and cross-cultural adaptation following the COSMIN procedure, including cognitive interviews, we evaluated the questionnaire in a cross-sectional validation study of Japanese children aged 3-6 years. Concurrent validity was assessed against hip-worn accelerometry and a 7-day diary; we also examined test-retest reliability, measurement error, agreement between response formats and modes, and practicality (completion time, burden, and clarity). Analyses used Spearman correlations, intraclass correlation coefficients, the SEM, smallest detectable change (SDC), and Wilcoxon signed-rank tests. Results: Of 208 children, 170 provided valid accelerometer and diary data for the concurrent-validity analysis, and 187 completed the MBQ-C for the questionnaire-based analyses. Concurrent validity was weak for active and energetic play (Spearman {rho} = 0.12-0.26), strong for total screen time (0.78-0.85), and moderate for total sleep (0.48-0.58). Test-retest reliability was moderate to good (ICC, 0.66-0.81), and within-child variability was lowest for sleep (CV 3%) and highest for the physical activity items (21-33%). The open- and closed-ended versions showed no significant differences; paper-electronic agreement was good for screen time and sleep but poor for active play. Completion took approximately 6-9 minutes, with low reported burden. Findings were robust in sensitivity analyses. At the group level, SDC for a mean was SDCind/{surd}N: 119.8/{surd}N, 74.0/{surd}N, 112.6/{surd}N, and 92.5/{surd}N min/day for active play, energetic play, total screen time, and total sleep, respectively (N = number of children surveyed). The systematic differences between the two test-retest occasions were +15.7, +6.5, +4.0, and -5.4 min/day, respectively. Conclusions: The Japanese MBQ-C is a practical option for assessing preschoolers' active play, screen time, and sleep at the group level. By quantifying its group-level measurement error, this study provides benchmarks for interpreting group-level differences and change, supporting the use of the MBQ-C in surveillance and evaluation of programmes delivered at scale.

18
Extracellular matrix stiffness in oral squamous cell carcinoma: a systematic review and meta-analysis of associations with tumor progression and prognosis

Lima, I. F. P.; Toebe Silva, A. C.; Engler, A. J.; Bittencourt, L. d. S.; Lamers, M. L.

2026-10-05 dentistry and oral medicine 10.64898/2026.09.28.26363990 medRxiv
Top 0.3%
1.9%
Show abstract

Objective: To critically evaluate the influence of extracellular matrix stiffness on tumor progression, prognosis, and clinical implications in patients with oral squamous cell carcinoma. Design: This systematic review followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, and the protocol was registered in PROSPERO (CRD420251156429). Five databases (PubMed, Scopus, Embase, Web of Science, and OATD) were searched without restrictions on publication year or language. Human studies that evaluated extracellular matrix stiffness in oral squamous cell carcinoma, either as an assessment method or as a prognostic factor, were included; in vitro and animal studies were excluded. Results: Eight human studies involving 436 patients were included. Elastography was the most frequent measurement method, employed in four studies. Mean tumor thickness was reported in three studies and ranged from 3.0 to 4.4 mm. Extracellular matrix stiffness was expressed in various units (e.g., 37.7 gf, 23.5 kPa) and was consistently higher in tumor tissue than in normal mucosa in all studies. Three studies demonstrated a significant positive correlation between stiffness and tumor thickness. One study identified predictive cut-off values for lymph node metastasis and reported that high matrix stiffness was an independent predictor of worse overall survival (HR = 4.022; 95% CI: 1.294-12.495; p = 0.016) and recurrence-free survival (HR = 5.680; 95% CI: 1.146-28.143; p = 0.033). A meta-analysis of five studies (307 patients) showed a significantly higher standardized stiffness in oral squamous cell carcinoma compared with normal oral mucosa (standardized mean difference = 5.28; 95% CI: 2.61-7.94; p < 0.001), with substantial heterogeneity (I2= 98.6%). Conclusions: Extracellular matrix stiffness is elevated in oral squamous cell carcinoma and is associated with greater tumor thickness, lymph node metastasis and, in one study, worse survival. These findings support extracellular matrix stiffness as a potential biomechanical marker, pending further validation in standardized prospective studies.

19
Association between Prenatal Adversity and Neonatal Outcomes in Infants with Prenatal Opioid Exposure

Ramirez Heil, M.; Donahue, M.; Camerota, M.; Dansereau, L.; Craft, A.; Conradt, E.; Lester, B.

2026-10-11 pediatrics 10.64898/2026.10.08.26365058 medRxiv
Top 0.3%
1.8%
Show abstract

Abstract Objective: Examine whether prenatal adversity is associated with Neonatal Opioid Withdrawal Syndrome (NOWS) severity and the need for pharmacological treatment in infants with prenatal opioid exposure. Study Design: Prospective cohort study of 235 infants from a multi-center study of infants with prenatal opioid exposure. Maternal factors were assessed using the electronic medical record and maternal questionnaires. Latent Class Analysis (LCA) was used to derive mutually exclusive prenatal adversity groups. Results: A 3-class LCA solution provided the best fit to the data and showed 3 distinct groups: one low adversity group (Class 3, 38.7%) and 2 high adversity groups. Infants born to mothers with elevated demographic, medical, polysubstance, and mental health risk factors (Class 1, 31.9%) were more likely to require pharmacological treatment for NOWS (OR=7.70, 95% CI: 3.65-17.14) and had higher NOWS severity, as indexed by longer length of stay ({beta} = 6.08, 95% CI: 4.09-8.07), and higher maximum Finnegan scores ({beta} = 2.62, 95% CI: 1.49-3.76). Infants born to mothers with elevated medical and polysubstance risk factors (Class 2, 29.4%) were also more likely to receive pharmacological treatment for NOWS (OR=3.22, 95% CI: 1.56-6.78) and had higher NOWS severity, as indexed by higher likelihood of receiving adjunctive medication (OR=3.62, 95% CI: 1.11-12.99). Conclusion: Maternal sociodemographic, mental health, substance use, and medical adversity may serve as an early marker of NOWS severity and may aid in the prediction of which neonates will require pharmacological treatment for NOWS. Early identification of infants at high risk for NOWS could lead to earlier treatment and the potential to reduce NOWS severity, length of stay, and associated healthcare costs.

20
Development of a Communication Characteristics Module for Autistic Adults and the Creation of a Communication Profile Variable

Kripke-Ludwig, R.; Vera, J. W.; Moura, I.; Kapp, S. K.; Siddeek, Z.; Maslak, J.; Wallington, A. F.; Rosa, S. D. R.; Kripke, C. C.; Nicolaidis, C.

2026-10-19 rehabilitation medicine and physical therapy 10.64898/2026.10.15.26365687 medRxiv
Top 0.3%
1.8%
Show abstract

Purpose Autistic adults have diverse communication characteristics that are not well captured by standard demographic measures. Communication affects self-determination, relationships, access to healthcare, and services. Characterizing communication differences may improve research and intervention targeting for meaningful subgroups of autistic adults. Methods The Academic Autism Spectrum Partnership in Research and Education (AASPIRE) Outcomes Project team used a community based participatory research (CBPR) approach to develop a self- or caregiver-report module to characterize communication among autistic adults. The 10-item module asks about receptive and expressive communication, literacy, speech reliability, usage of digital communication, use of alternatives to speech, and communication fluency. It can be completed directly, with or without support, or via a caregiver. We used baseline survey data from 844 autistic adults to evaluate the module and derived a five-level variable, Communication Profile, from selected module items to stratify participants. We examined completion feasibility, response consistency, and construct validity. We also assessed test-retest reliability in a 15% random subsample who completed a 2-week retest following the 6-month survey, with oversampling of caregiver-report respondents. Results The Communication Characteristics module demonstrated high completion feasibility, minimal systematic error, and strong construct validity. The Communication Profile variable stratified participants into five meaningful communication profiles and demonstrated strong construct validity and substantial test-retest reliability ({kappa} = .69). Conclusion The Communication Characteristics module and Communication Profile variable provide a valid approach for characterizing communication diversity among autistic adults for research, clinical, and service settings. The full AASPIRE Measurement Toolkit is available at https://aaspire.org/measurement. Lay Summary Autistic people communicate in many different ways, and their communication may change in different situations. We developed and tested a set of survey questions to describe an individuals communication. We also used the results to describe 5 groups of autistic people based on how they communicate, without treating these groups as different types of autism.