Publications by authors named "Gabriela Schmajuk"

Objective: To analyze the variability in new infliximab biosimilar starts as well as switching from bio-originator to biosimilar infliximab, across insurance payers and rheumatology practices nationally.

Study Setting And Design: Data came from Rheumatology Informatics System for Effectiveness, a national registry with electronic health records from over 1100 US rheumatologists. Key outcomes include ever use of a biosimilar, date of initiation, and date of switching.

View Article and Find Full Text PDF
Article Synopsis
  • The text is unspecified and does not provide any information to summarize.
  • Without content, there's nothing to analyze or condense.
  • Please provide a specific text or topic for a synopsis.
View Article and Find Full Text PDF

Objective: Despite interest in optimizing the electronic health record (EHR) to facilitate chronic disease care for conditions like rheumatoid arthritis (RA), progress in this area has been slow. EHR sidecar applications offer one solution, but little guidance exists to facilitate their successful development, deployment, and maintenance in the healthcare setting. We aimed to provide a roadmap for how to develop and deploy an EHR sidecar application based on our experience building a new EHR-integrated, patient-facing visualization tool that displayed disease outcomes to RA patients during a clinical visit (the "RA PRO dashboard") in a large academic health center.

View Article and Find Full Text PDF
Article Synopsis
  • A study was conducted to assess a new patient-facing dashboard ("RA PRO Dashboard") integrated into Electronic Health Records, designed to present rheumatoid arthritis (RA) outcomes, medications, and lab results during clinical visits.
  • Feedback from 173 survey respondents indicated that the majority found the dashboard useful, with 79% wanting to see it again, and many felt it improved their understanding and communication with clinicians about their RA symptoms and treatments.
  • In-depth interviews with a smaller group of patients highlighted that while the dashboard was viewed as a valuable tool for enhancing understanding and trust, some patients had concerns about the reliability of the outcome measures and the consistency of their use by clinicians.
View Article and Find Full Text PDF
Article Synopsis
  • The study aimed to compare patient surveys on arthritis conditions and medication with physician records to enhance the accuracy of epidemiological research on autoimmune arthritis.
  • Rheumatologists recruited men aged 50 and older with rheumatoid arthritis, and both patients and clinicians provided data through interviews and chart abstractions, respectively.
  • Results showed complete agreement on RA diagnoses and varied levels of agreement for medication usage, indicating that patient self-reports can effectively contribute to epidemiological studies on arthritis.
View Article and Find Full Text PDF

Purpose: Few studies have reported the agreement between medication information derived from ambulatory EHR data compared to administrative claims for high-cost specialty drugs. We used data from a national EHR-enabled registry, the Rheumatology Informatics System for Effectiveness (RISE), with linked Medicare claims in a population of patients with rheumatoid arthritis (RA) to investigate variations in agreement for different biologic disease-modifying agents (bDMARDs) between two data sources (RISE EHR data vs. Medicare claims), categorized by drug, route of administration, and patient insurance factors (dual eligibility).

View Article and Find Full Text PDF
Article Synopsis
  • * Results showed that lower SES was associated with worse FS and a higher likelihood of functional decline, with women consistently demonstrating poorer FS compared to men across different SES levels.
  • * Overall, the findings indicate that both lower SES and being female are significant risk factors for decreased functional status in patients with axSpA.
View Article and Find Full Text PDF

Objective: To assess relationships between the timing of glucocorticoid (GC) initiation, entrance into rheumatology care, and the duration of GC use in older adults with early rheumatoid arthritis (eRA) in the U.S.

Methods: Data from the Rheumatology Informatics System for Effectiveness (RISE) registry and Medicare (2016-2018) were linked.

View Article and Find Full Text PDF

Objectives: Contraception is crucial for safely timing pregnancies in patients with SLE. This study investigated predictors of contraception documentation in patients with SLE, and the alignment of contraception practices with the 2020 American College of Rheumatology (ACR) guidelines, within the Rheumatology Informatics System for Effectiveness (RISE) registry.

Materials And Methods: Female patients (aged 18-44 years) with SLE were identified via International Classification of Diseases (ICD)-9/ICD-10 coding within the RISE registry, which includes data from rheumatology clinics across the USA.

View Article and Find Full Text PDF

Objective: Despite the recognized benefits of collecting rheumatoid arthritis (RA) outcomes measures, their use in routine care is inconsistent. Using the Consolidated Framework for Implementation Research (CFIR), we conducted semistructured interviews with US rheumatologists and practice personnel to assess workflows, opportunities, and challenges in collecting RA outcome measures. Using insights from interviews, we developed the RA Measures Toolkit to enhance their use in clinical practice.

View Article and Find Full Text PDF

Objective: Biosimilars have the potential to reduce spending on biologic drugs, yet uptake has been slower than anticipated. We investigated how successive introductions of infliximab biosimilars influenced their adoption by major US insurance providers.

Methods: Data came from the Rheumatology Informatics System for Effectiveness, a national registry with electronic health records from more than 1,100 US rheumatologists.

View Article and Find Full Text PDF
Article Synopsis
  • A study was conducted to assess how clinicians engage with performance dashboards from Qualified Clinical Data Registries (QCDR), leading to the creation of a framework called BDC (Breadth-Depth-Context).
  • The BDC framework evaluates user engagement based on breadth (dashboard sessions), depth (actions taken), and context (practice characteristics), and was tested using user log data from a rheumatology registry.
  • Findings revealed four engagement profiles among 213 practices, with factors like patient volume and specific electronic health record vendors influencing higher engagement levels, suggesting the BDC framework's potential for broader application in studying dashboard engagement.
View Article and Find Full Text PDF

Objective: To develop, deploy, and evaluate a national, electronic health record (EHR)-based dashboard to support safe prescribing of biologic and targeted synthetic disease-modifying agents (b/tsDMARDs) in the United States Veterans Affairs Healthcare System (VA).

Data Sources And Study Setting: We extracted and displayed hepatitis B (HBV), hepatitis C (HCV), and tuberculosis (TB) screening data from the EHR for users of b/tsDMARDs using PowerBI (Microsoft) and deployed the dashboard to VA facilities across the United States in 2022; we observed facilities for 44 weeks post-deployment.

Study Design: We examined the association between dashboard engagement by healthcare personnel and the percentage of patients with all screenings complete (HBV, HCV, and TB) at the facility level using an interrupted time series.

View Article and Find Full Text PDF

Objective: Experiencing potentially traumatic events across one's lifecourse increases risk for poor physical health outcomes. Existing models emphasize the effects of any lifetime trauma exposure, risk accumulation (multiple traumas over time), and sensitive periods of exposure (specific exposure timepoints leading to lasting consequences). We examined how different indices of trauma exposure across the lifecourse were associated with later life arthritis, a common and debilitating health condition.

View Article and Find Full Text PDF
Article Synopsis
  • * The results demonstrated that GPT-4 significantly outperformed other models, achieving high accuracy (94% for hydroxychloroquine and 95% for prednisone) with as few as 100 in-context examples.
  • * The findings suggest that LLMs, especially GPT-4, have a strong potential to automate the extraction of structured data from complex medication signatures with minimal manual intervention, benefiting clinical and research settings.
View Article and Find Full Text PDF

Background: Improving shared decision-making using a treat-to-target approach, including the use of clinical outcome measures, is important to providing high quality care for rheumatoid arthritis (RA). We developed an Electronic Health Record (EHR) integrated, patient-facing sidecar dashboard application that displays RA outcomes, medications, and lab results for use during clinical visits ("RA PRO dashboard"). The purpose of this study was to assess clinician perceptions and experiences using the dashboard in a university rheumatology clinic.

View Article and Find Full Text PDF

Objective: Accurate identification of lupus nephritis (LN) cases is essential for patient management, research and public health initiatives. However, LN diagnosis codes in electronic health records (EHRs) are underused, hindering efficient identification. We investigated the current performance of International Classification of Diseases (ICD) codes, 9th and 10th editions (ICD9/10), for identifying prevalent LN, and developed scoring systems to increase identification of LN that are adaptable to settings with and without LN ICD codes.

View Article and Find Full Text PDF

Objective: To assess the effect of proton pump inhibitor (PPI) use on bone mineral density (BMD) and bone microarchitecture as measured by the trabecular bone score (TBS) in patients with inflammatory rheumatic and musculoskeletal diseases (iRMDs).

Methods: Cross-sectional data from a prospective single-center cohort (2015 to 2022) of patients with iRMDs were used to evaluate 3 co-primary outcomes: BMD of the left femoral neck and the lumbar spine (as T-scores) and the TBS. Inverse probability weighting adjusted for numerous confounders including age, sex, body mass index, current and cumulative glucocorticoid (GC) dose, C-reactive protein levels, disability, and others.

View Article and Find Full Text PDF

Objective: We combined claims and electronic health record (EHR) data to provide contemporary and accurate estimates of latent tuberculosis (TB) screening among new users of a biologic or targeted synthetic disease-modifying antirheumatic drug (b/tsDMARD) and assess potential gaps in testing by drug type, patient characteristics, and practice.

Methods: Our denominator population was patients in the Rheumatology Informatics System for Effectiveness (RISE) registry and Medicare using a b/tsDMARD in 2018 without a claim or prescription in the year prior. TB screening was assessed in both Medicare and RISE 1 and 3 years before the medication start date.

View Article and Find Full Text PDF

Rheumatic diseases are a group of chronic conditions that are associated with significant morbidity, impaired physical function, psychosocial stress, and cost to the healthcare system. Peer support interventions have been shown to have a positive impact on health outcomes in several chronic conditions, but no review has specifically assessed the impact of peer support on rheumatic conditions. The aim of this narrative literature review was to understand how peer support has been applied in the field of rheumatology, with a specific focus on the impact of observational and randomized studies of direct peer support interventions on various outcome measures across rheumatic conditions.

View Article and Find Full Text PDF

Objective: We evaluated the incidence rate and factors associated with fractures among adults with ankylosing spondylitis (AS).

Methods: We performed a retrospective cohort study with data from the Rheumatology Informatics System for Effectiveness registry linked to Medicare claims from 2016 to 2018. Patients were required to have two AS International Classification of Diseases codes 30 or more days apart and a subsequent Medicare claim.

View Article and Find Full Text PDF

Diabetes mellitus (DM) has been proposed to be positively associated with breast cancer (BCa) risk due to shared risk factors, metabolic dysfunction, and the use of antidiabetic medications. We conducted a systematic review and meta-analysis to evaluate the association between DM and BCa risk. We searched PubMed, Embase, and Web of Science for cohort and case-control studies assessing the association between DM and BCa published before 10 December 2021.

View Article and Find Full Text PDF