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Record W6926097097 · doi:10.22038/fmej.2025.85020.1622

Leveraging Literature for Health Education: The Ideal Teacher Concept in the Works of Khāqānī Shervānī (c. 1120–c. 1199) In Honor of Professor Mohammad Reza Rashed Mohassel's Legacy, Book Chapter Review

2025· article· en· W6926097097 on OpenAlexaff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageen
FieldMedicine
TopicMicrobial Natural Products and Biosynthesis
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsIdeal (ethics)PoetryHonorDepictionCurriculumHumanismResource (disambiguation)

Abstract

fetched live from OpenAlex

Background: This article explores the integration of Persian poetry, particularly the works of 12th-century poet and physician Khāqānī Shervānī, into modern medical education to enhance communication strategies and patient care.Method: We investigated the potential benefits of using poetry to promote cultural awareness, health literacy, and effective teaching. The research emphasizes the poet's depiction of ideal teaching qualities by analyzing Khaqani's poetry through thematic, linguistic, and educational lenses. Khaqani portrays wisdom, compassion, and authority as essential qualities for educators, drawing on metaphysical, emotional, and symbolic language to highlight the roles of educators and healers in society.Results: The study's results show that Khaqani's metaphors and vivid imagery can inspire medical educators to incorporate humanistic and spiritual elements into their teaching practices. His poetry also reflects a strong awareness of health and medicine, making it a valuable resource for understanding the state of health literacy in 12th-century Persia (Iran). The article argues that incorporating Khaqani's poetry into medical curricula can help improve communication skills, enhance cultural competence, and foster critical thinking in medical students.Conclusion: This approach encourages a more holistic view of education, blending scientific knowledge with cultural and historical perspectives. Ultimately, integrating classical Persian literature into medical education can improve future healthcare professionals' intellectual and emotional development.

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)0.004
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 score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.003
Science and technology studies0.0020.012
Scholarly communication0.0050.007
Open science0.0010.003
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.001

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 head0.141
GPT teacher head0.534
Teacher spread0.393 · 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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