Neurocompute scores pediatric oncology literature, surfaces overlooked therapeutic signals, and turns fragmented childhood cancer research into a living discovery terminal.
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View analysis →In a prospective exploratory study of 69 young children with fever without source, the MeMed BV host-protein score had 47.1% sensitivity, 84.6% specificity, and an AUC of 0.80 for adjudicated bacterial infection, with lower sensitivity than procalcitonin.
The evidence indicates that MeMed BV, at the evaluated thresholds and classification approach, misses many bacterial infections in young children; it may therefore inform future diagnostic or antibiotic-selection research, but any value in pediatric oncology or immunocompromised children is an untested inference.
In a human observational cohort linking 43,876 Baby Tooth Survey participants to mortality records, childhood residence closer to radiologically contaminated Coldwater Creek was associated with modestly higher all-cause mortality and suggestive increases in cancer mortality, but not cardiovascular mortality.
The evidence supports an association—not causation—between childhood proximity to the contaminated creek and later mortality; it indirectly suggests that identifying and reducing childhood exposure to legacy radioactive contamination could be preventive, but no therapeutic intervention or individual radiation dose was evaluated.
This small, long-term observational study reports generally favorable patient-reported and surgeon-rated aesthetic and functional outcomes after microsurgical mandibular reconstruction in 21 patients with tumor-related or destructive mandibular pathology.
The evidence suggests that free-bone-graft mandibular reconstruction can provide durable patient satisfaction and acceptable aesthetic outcomes; it may therefore support survivorship-focused reconstruction after craniofacial tumor resection, but pediatric-oncology benefit is only an inference because outcomes are not reported separately for children or cancer diagnoses.
In immunohistochemically evaluated odontogenic keratocysts, syndromic and sporadic lesions showed no significant difference in GLI1 or Ki-67 expression, although the markers were positively correlated across the total sample.
The observed GLI1–Ki-67 correlation supports an association between SHH/GLI signaling and proliferation; it can only be inferred, not concluded, that SHH/GLI pathway inhibition might have therapeutic value in selected odontogenic keratocysts, because no intervention, causal experiment, or clinical outcome was reported.
Using GLOBOCAN 2022 estimates across 185 countries, this observational analysis reports marked socioeconomic and geographic inequities in six female cancers among women aged 15–39 and projects disproportionate growth in cases and deaths in Africa and low-HDI countries by 2050.
The evidence identifies high-mortality populations and cancer types that may benefit from strengthened prevention, early detection, and treatment access; any claim that particular interventions would reduce the projected burden is an inference not tested by this study.
This single-center mixed-methods study combined surveys of family members, nine interviews, and staff Delphi consensus to map paediatric oncology care in Saudi Arabia and identify positive experiences, negative experiences, and opportunities for service improvement.
The evidence identifies family-reported gaps and strengths across the care pathway; it may inform targeted service changes that improve care experience and possibly treatment delivery, but the record does not test an intervention or demonstrate effects on toxicity, adherence, survival, or other clinical outcomes.
In a multicenter cross-sectional study of 421 Hong Kong AYA cancer survivors, cognitive-complaint phenotypes—particularly global complaints—were associated with substantially higher odds of limitations in work/school and home duties.
The study provides observational evidence that cognitive-complaint phenotyping identifies survivors with greater role-functioning limitations; it may therefore support a hypothesis that phenotype-guided screening and referral to cognitive or rehabilitative support could improve functioning, but no intervention or treatment benefit was tested.
This retrospective Taiwanese study of 731 patients with Moraxella catarrhalis-positive specimens found age-specific clinical patterns and identified prematurity, rhinovirus co-detection, and Gram-negative bacilli detection as factors associated with respiratory failure in children.
The evidence supports these features as observational risk markers, not treatment targets; it may be inferred that incorporating prematurity and co-detection results into pediatric risk assessment could help prioritize monitoring or supportive care, but clinical benefit and relevance to children with cancer were not tested.
Using annual monitoring data from two indoor pools, the study reports route-specific modeled risks from chloroform, dichloroacetic acid, and trichloroacetic acid, identifying inhalation and buccal/sublingual exposure as potentially important pathways, particularly for children and competitive swimmers.
The evidence supports an exposure-prevention hypothesis rather than a cancer-treatment hypothesis: improved ventilation and reduction of TCAA precursors may lower modeled disinfection-byproduct exposure, but whether these measures reduce cancer incidence or other clinical outcomes was not tested.
In interviews and observations involving 15 caregivers at a pediatric hematology unit in China, the study reports that caregiving under uncertainty entails continuous adaptation, constrained decision-making, present-focused routines, emotional regulation, and socioculturally shaped obligations.
The study provides qualitative evidence about caregiver experiences but does not test an intervention; it suggests the hypothesis that psychosocial programs supporting day-to-day functioning, ongoing decisions, emotional continuity, and tolerance of unresolved uncertainty could reduce caregiver burden or improve adaptation, which requires prospective evaluation.
This GBD 2021 analysis estimates that childhood kidney cancer caused 9,576 incident cases, 3,063 deaths, and 268,049 DALYs globally in 2021, with an overall decline since 1990 but persistent disparities concentrated in low-SDI settings, children under five, and boys.
The reported geographic and sociodemographic disparities support prioritizing earlier diagnosis, standardized treatment access, and pediatric oncology delivery in high-burden settings; whether these interventions reduce mortality or DALYs is a plausible inference, not directly tested by this study.
In linked English health records from 1,701,154 patients, emergency diagnosis was common across 13 non-neoplastic conditions and was associated with higher one-year mortality and greater subsequent hospital use, with supplementary analyses of five cancer sites supporting methodological concordance with prior literature.
The evidence shows prognostic associations rather than a treatment effect; it may be inferred that interventions promoting earlier, non-emergency diagnosis could improve outcomes or reduce hospital use, but this study does not test that hypothesis and provides no pediatric-oncology-specific intervention evidence.
