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Record W4399792971 · doi:10.1093/jsxmed/qdae054.033

(034) EDI QUALITY IMPROVEMENT IN REPRODUCTIVE MEDICAL EDUCATION: A WORKED MODEL

2024· article· en· W4399792971 on OpenAlexaffabout
Kristy Bailey, Stoyan Kostov

Bibliographic record

VenueThe Journal of Sexual Medicine · 2024
Typearticle
Languageen
FieldHealth Professions
TopicPrimary Care and Health Outcomes
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsCurriculumInclusion (mineral)Medical educationReproductive healthCurriculum developmentPsychologyMedicinePedagogySocial psychology

Abstract

fetched live from OpenAlex

Abstract Introduction Countless patients face challenges obtaining holistic generalist care and experience health disparities related to race/ethnicity and social structural determinants of health (SSDOH). Revisions to medical curriculum are necessary to ensure that graduates can competently provide care that is socially accountable and aligns with the needs of patients. Evidence supports the inclusion of generalist and equity, diversity and inclusion (EDI) content in curriculum to foster such competency. However, a 2022 study conducted at our medical school revealed a lack of generalism and EDI content in the case based learning (CBL) curriculum. An evidence-based process for assessing existing CBL curriculum for generalist content exists, but no process for revision has been described. While a process to revise EDI content in CBL curriculum exists, no studies to date have focused on reproductive medicine and urology content and the unique challenges associated with this area of medicine, such as the additional impact of stigma, trauma and discrimination related to pregnancy-related choice, sexual orientation or gender diversity. Objective To enhance generalist and EDI content within the Reproductive Medicine and Urology Course (RMUC) CBL curriculum. Further, to develop a worked model for enhancing generalist and EDI content in an existing CBL reproductive medicine and urology curriculum. Lastly, to provide medical graduates with the tools to provide care that is socially accountable and aligns with the current needs of patients. Methods We evaluated and revised five CBL cases in our medical school’s RMUC curriculum. We employed the Toronto Generalism Assessment Tool (T-GAT) to assess generalism, and adapted guidelines from Krishnan et al. to assess and implement the necessary changes related to EDI. Upon completion, we re-evaluated the RMUC CBL curriculum to ensure the incorporation of generalism and EDI content. We also used existing revision processes described by Bruner et al. to guide our overall approach. Results RMUC CBL cases were modified and our methods documented. Through this process, several challenges were identified and include difficulties with: (1) obtaining images due to lack of commercially available content that includes members of equity-deserving groups, (2) the time needed to appropriately incorporate SDOH already present in the cases, and (3) detecting content that was subtly paternalistic or missing a trauma-informed approach. Conclusions Generalism and EDI were lacking within the RMUC curriculum. Development of a worked model, accompanied by reflections on navigating encounters challenges, is underway. This will serve as a guide to others wishing to incorporate generalism and EDI into their reproductive medicine education programs. Disclosure No.

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)0.017
metaresearch head score (Gemma)0.020
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: Methods · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.020
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0030.003
Scholarly communication0.0070.004
Open science0.0030.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0080.001

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 head0.114
GPT teacher head0.527
Teacher spread0.414 · 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
GenreMethods

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".

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Citations0
Published2024
Admission routes2
Has abstractyes

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