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JAMA Network Open

125 training papers 2019-06-25 – 2026-03-07

Top medRxiv preprints most likely to be published in this journal, ranked by match strength.

1
Suicidality and Drug Use Behavior Among Perinatal Individuals in Recovery
2026-03-04 addiction medicine 10.64898/2026.03.03.26347368
Top 0.4% (8.2%)
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IntroductionMaternal mental health conditions, comprising maternal suicide and drug overdose, are currently the leading cause of maternal mortality in the United States. However, the relationship between suicidality and drug use behavior in the perinatal period is not well understood. We examined the association between suicidality and drug use behavior among perinatal individuals. Given the racial disparities in both drug use and suicide rates in the U.S., we also examined any differences in su...

2
OK-AIR study protocol: a longitudinal cluster-randomised 2x2 factorial trial of portable air purification and upper-room UVGI on sick-related absences, indoor air quality, environmental pathogens and social-emotional development in early care and education classrooms (birth-5 years)
2026-03-06 occupational and environmental health 10.64898/2026.03.05.26347562
Top 0.8% (6.7%)
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Abstract This protocol is reported in accordance with the SPIRIT 2025 guidelines for clinical trial protocols. Introduction: Young children, from birth to age 5 y are particularly vulnerable to indoor air pollutants and respiratory pathogens. Portable air purifiers (or filtration) and upper-room ultraviolet germicidal irradiation (UVGI) are two widely used interventions with the potential to improve indoor air quality (IAQ) and reduce sick-related absences. However, a review of the literature re...

3
Canine Traction in Orthodontics: A Comprehensive Systematic Review and Meta-Analysis of Biomechanical Principles, Clinical Outcomes, and Emerging Innovations
2026-03-04 dentistry and oral medicine 10.64898/2026.03.03.26347399
Top 0.8% (6.7%)
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BackgroundCanine impaction represents one of the most challenging clinical scenarios in orthodontic practice, with maxillary canines being the second most commonly impacted teeth after third molars. The management of impacted canines through orthodontic traction requires an advanced understanding of biomechanical principles, surgical techniques, and patient-specific factors. The decision to attempt traction must be informed by accurate differentiation between mechanical impaction and primary fai...

4
When Survival Improves But Quality of Life Does Not: A Model-Based Meta-Analysis of Immune Checkpoint Inhibitors
2026-03-05 oncology 10.64898/2026.03.04.26347610
Top 1.0% (6.4%)
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BackgroundIn immune checkpoint inhibitor (ICI) trials, overall survival (OS) benefits are well established, yet improvements in quality of life (QoL) are often inconsistent or absent in conventional analyses. This apparent discordance raises important questions: are QoL outcomes truly unrelated to survival, and how can QoL results be better utilized and interpreted? MethodsA model-based meta-analysis (MBMA) of longitudinal EORTC QLQ-C30 global health status/quality of life data from randomized ...

5
Time of Day as an Unmeasured Confounder in Oncology Trials
2026-03-06 oncology 10.64898/2026.03.05.26347742
Top 2% (5.8%)
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A recent randomized clinical trial in non-small cell lung cancer1 confirms what numerous observational studies have reported time of day (ToD) may dramatically influence treatment outcomes in cancer patients. In this recent trial median overall survival (OS) decreased from 28 months in the early ToD arm to 16.8 months in the late ToD arm. We raise the concern that clinical trial outcomes may be influenced by seemingly minor biases in treatment time across arms. We also suggest that by measuring ...

6
Application of a Concise Video to Improve Patient Understanding of Tumor Genomic Testing in Community and Academic Practice Settings
2026-03-06 oncology 10.64898/2026.03.05.26347758
Top 2% (5.6%)
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Purpose: Tumor genomic testing (TGT) is standard-of-care for most patients with advanced/metastatic cancer. Despite established guidelines, patient education prior to TGT is frequently omitted. The purpose of this study was to evaluate the impact and durability of a concise 3-4 minute video for patient education prior to TGT in community versus academic sites and across cancer types. Patients and Methods: Patients undergoing standard-of-care TGT were enrolled at a tertiary academic institution ...

7
Spatiotemporal Trends in Suicide: Sociodemographic, Economic, and Environmental Factors
2026-03-05 epidemiology 10.64898/2026.03.04.26347568
Top 3% (4.8%)
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Suicide is one of the worlds leading public health problems, with more than 720,000 deaths annually. Suicide has traditionally been studied from an individual perspective. However, research has increasingly highlighted the influence of community-level factors on suicide risk. This study aimed to (1) analyse the spatial distribution of suicide mortality at the provincial level in Spain (2018-2022); (2) perform stratified analyses by sex and age group; and (3) compare suicide risk across differen...

8
Large-Scale Pharmacokinetic Reconstruction of Propofol Effect-Site Concentrations: Quantifying the Divergence between Clinical Titration and Age-Dependent Pharmacodynamic Requirements
2026-03-05 anesthesia 10.64898/2026.03.04.26347547
Top 3% (4.8%)
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BackgroundPropofol dosing guidelines recommend age-based reductions because hypnotic sensitivity increases in older adults. Most real-world evaluations of induction practice, however, have relied on total weight-normalized dose (mg/kg) rather than estimating cerebral exposure using pharmacokinetic models. Because age-related pharmacokinetic changes alter the relationship between administered dose and peak effect-site concentration (Ce,max), mg/kg surrogates may misrepresent true age-dependent ex...

9
Associations of alcohol use in early and middle adulthood with mid- and late-life cognition - a synthetic cohort approach
2026-03-04 epidemiology 10.64898/2026.02.27.26346914
Top 3% (4.5%)
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OBJECTIVEUsing two cohorts and synthetic datasets, we estimated effects of prospectively reported alcohol use on memory outcomes across middle age. METHODSData were from National Longitudinal Study of Youth 1979 (NLSY79, n=7540, alcohol reports from ages 18-26), Health and Retirement Study (HRS age 50-56 at enrollment, n=13,090), and a synthetic cohort matching early life exposure information from 3,259 NLSY79 participants to later life memory information from 5,451 HRS participants. Covariate-...

10
Personalized Risk Prediction Tool for Deceased Donor Kidney Offers: Stakeholder Perspectives from a Qualitative Study
2026-03-04 nephrology 10.64898/2026.03.02.26347468
Top 3% (4.4%)
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BackgroundRising kidney discard rates and uncertainty around accepting higher risk donor kidneys highlight the need for decision support tools that integrate donor and recipient factors and communicate risk in ways that are understandable and usable at the time of offer. Conventional indices (e.g., KDPI/KDRI) provide population level signals but do not deliver individualized, cognitively accessible information aligned with real time clinical workflows. ObjectiveTo describe how key transplant st...

11
Helmet Use Among E-Bike, Pedal Bike, and E-Scooter Riders in Canberra: Observational and Quasi-Experimental Signage Intervention Study (Phases 1 and 2)
2026-03-05 public and global health 10.64898/2026.03.04.26347646
Top 3% (4.3%)
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BackgroundHelmet use is a proven safety measure that reduces the risk of head injury among cyclists and e-scooter riders. Despite legal requirements for pedal bikes and e-bikes in Australia, compliance varies, particularly among users of electric vehicles. The growing popularity of e-bikes and e-scooters in urban areas presents new public health challenges, yet observational data on helmet use, behavioural determinants, and the effectiveness of safety interventions remain limited. AimPhases 1 a...

12
Efficacy Of Connective Tissue Graft Versus Titanium Papillary Inserts in the Surgical Reconstruction of Interdental Papilla: A Randomized Controlled Clinical Trial
2026-03-04 dentistry and oral medicine 10.64898/2026.02.26.26345466
Top 3% (4.2%)
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Aim and ObjectivesThe study aimed to evaluate the effectiveness of titanium inserts for interdental papilla reconstruction, comparing it with the Han and Takei technique using subepithelial connective tissue grafts. The objectives included assessing the black triangle height, papilla height and papilla presence index (PPI) at baseline, 1 month and 3 months postoperatively along with the evaluation of Early Wound Healing Score (EHS) during the first week of post operative healing period. Patient...

13
Sex-stratified Integrated Analysis of US lung Cancer Mortality, 1994-2020
2026-03-06 oncology 10.64898/2026.03.01.26347234
Top 4% (3.9%)
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Importance: Lung cancer mortality in the United States has fallen substantially in recent decades, yet the relative influence of behavioral, environmental, socioeconomic, and therapeutic factors and their sex specific contributions remains unclear. Understanding these drivers is essential to sustain progress and reduce persistent disparities. Objective: To quantify how behavioral, environmental, socioeconomic, and therapeutic determinants collectively shaped US lung cancer mortality from 1994 to...

14
OncoRAG: Graph-Based Retrieval Enabling Clinical Phenotyping from Oncology Notes Using Local Mid-Size Language Models
2026-03-06 oncology 10.64898/2026.03.05.26347717
Top 5% (3.7%)
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Introduction: Manual data extraction from unstructured clinical notes is labor-intensive and impractical for large-scale clinical and research operations. Existing automated approaches typically require large language models, dedicated computational infrastructure, and/or task-specific fine-tuning that depends on curated data. The objective of this study is to enable accurate extraction with smaller locally deployed models using a disease-site specific pipeline and prompt configuration that are ...

15
Helmet Use Among E-Bike, Pedal Bike, and E-Scooter Riders in Canberra: A Cross-sectional Survey Study (Phase 4)
2026-03-05 public and global health 10.64898/2026.03.04.26347651
Top 5% (3.7%)
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BackgroundHelmet use is a proven safety measure that reduces the risk of head injury among cyclists and e-scooter riders. Despite legal requirements for pedal bikes and e-bikes in Australia, compliance varies, particularly among users of electric vehicles. The growing popularity of e-bikes and e-scooters in urban areas presents new public health challenges, yet observational data on helmet use, behavioural determinants, and the effectiveness of safety interventions remain limited. AimPhase 4 of...

16
Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning
2026-03-04 infectious diseases 10.64898/2026.02.27.26347214
Top 6% (3.0%)
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BackgroundThe 2024 blood culture bottle shortage brought diagnostic resource allocation to the forefront, reflecting persistent, foundational challenges with low-value testing and empiric treatment approaches under clinical uncertainty. ObjectiveTo determine whether a machine learning approach using electronic medical record data can predict bacteremia more effectively than existing systems and practices to guide diagnostic testing and empiric treatment strategies. MethodsIn a retrospective co...

17
Trustworthy personalized treatment selection: causal effect-trees and calibration in perioperative medicine
2026-03-04 health informatics 10.64898/2026.03.03.26347440
Top 6% (2.8%)
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BackgroundPersonalized medicine promises to tailor treatments to the individual, but it carries a hidden risk: mistaking statistical noise for actionable clinical insight. Current machine learning approaches often provide predictions, but fail to inform clinicians when those predictions are unreliable. ObjectiveDevelop a deployment-readiness framework that integrates causal inference, interpretable effect-trees, and calibration assessment to distinguish actionable signal from unreliable variati...

18
Psychological Readiness Following Anterior Cruciate Ligament Injury And Reinjury In Adolescents And Young Adults: A Retrospective Cohort Study In Sports Physical Therapy Clinics
2026-03-06 sports medicine 10.64898/2026.03.06.26347203
Top 7% (2.4%)
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Objectives: Compare Anterior Cruciate Ligament (ACL) Return to Sport after Injury (ACL-RSI) scores over time following ACL reconstruction (ACLR) between male and female patients aged 15 to 25 years with primary ACL injuries and ACL reinjuries. Design: Retrospective cohort design. Setting: Sports physical therapy clinics. Participants: 332 patients aged 15-25 years who underwent ACLR following either primary ACL injury or ACL reinjury, either contralateral or ipsilateral graft reinjury, and had a...

19
Student Scholarly Research Programs in US Medical Schools: Cross-sectional Web Audit
2026-03-04 medical education 10.64898/2026.03.03.26347497
Top 7% (2.3%)
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BackgroundParticipating in research during medical school is supported by institutional programs and may influence subsequent professional development. ObjectiveWe aimed to describe the current status and heterogeneity of scholarly research programs for medical students in the United States, including expectations, support, and key structural features. MethodsWe conducted a cross-sectional web audit of official webpages for all accredited US MD- and DO-granting medical schools (search performe...

20
Comparing the effects of a short nap and non-sleep deep rest on perceptual, cognitive, and physical performance in active adults
2026-03-04 sports medicine 10.64898/2026.03.03.26347495
Top 7% (2.2%)
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This study compared the effects of a 25-min nap opportunity and a 10-min non-sleep deep rest (NSDR) condition on perceptual, cognitive, and physical performance in physically active young adults. Sixty participants (26 female, 34 male; 22 {+/-} 4 years) were randomly assigned to one of three groups (nap, NSDR, control; n = 20 each). All groups completed identical assessments immediately, 20 min, and 40 min post-intervention. Mixed-effects models, adjusted for sex, prior-night sleep, and weekly p...