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Record W4413928846 · doi:10.3390/pharmacy13050124

Empowering Pharmacists in Heartburn Management: Practical Insights for OTC Treatment and Self-Care

2025· review· en· W4413928846 on OpenAlexaff
Mary Barna Bridgeman, Ashok Hospattankar, Kamran Siddiqui, Nardine Nakhla

Bibliographic record

VenuePharmacy · 2025
Typereview
Languageen
FieldMedicine
TopicPathogenesis and Treatment of Hiccups
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsHeartburnMedicineInternal medicineReflux

Abstract

fetched live from OpenAlex

Heartburn is a prevalent and frequently self-managed condition, with a myriad of over-the-counter (OTC) treatment options available for self-care. The potential for misinterpretation of drug labels and improper OTC medication selection may result in inadequate treatment, potential drug interactions, as well as medication overuse, misuse, or delay in seeking treatment for a more serious health condition. As highly accessible healthcare professionals, pharmacists play a crucial role in validating self-diagnoses, in guiding appropriate OTC medication selection and use, and in educating patients on both pharmacologic and non-pharmacologic management strategies for heartburn. It is essential for pharmacists to remain informed about the latest developments in disease management and treatment options. This narrative review provides an updated perspective on the epidemiology, risk factors, pathophysiology, and clinical manifestations associated with heartburn while underscoring the expanding role of pharmacists in patient care. This review includes a structured assessment framework and clinical management algorithm designed to enhance pharmacists' ability to identify red flag symptoms, optimize OTC medication use, and facilitate timely referrals when necessary. By incorporating evidence-based guidance with patient-centered counseling, pharmacists can enhance treatment outcomes, optimize, medication use, promote adherence, and ensure safer self-care practices. As self-medication trends and the role of pharmacists evolves, this review offers a comprehensive resource to equip pharmacists with the latest knowledge and practical tools for optimizing heartburn management and promoting patient safety.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.005
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0030.004
Open science0.0010.003
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.108
GPT teacher head0.498
Teacher spread0.390 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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