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Record W4366351055 · doi:10.1080/09638288.2023.2201511

Encouraging workforce diversity- supporting medical students with mobility and sensory disabilities

2023· article· en· W4366351055 on OpenAlexaffabout
Tammy Sonn, Angela Fleming, Rashmi Bharghava, Sue Ellen Cox, Elise Everett, Scott Graziano, Helen Morgan, Shireen Madani Sims, Christopher M. Morosky, Celeste S. Royce, Jill Sutton, Laura Baecher-Lind

Bibliographic record

VenueDisability and Rehabilitation · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicDisability Education and Employment
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsWorkforceMedical educationGraduation (instrument)Inclusion (mineral)Diversity (politics)Reasonable accommodationVariety (cybernetics)Resource (disambiguation)PsychologyProcess (computing)MedicineComputer scienceSociologyEngineeringPolitical science

Abstract

fetched live from OpenAlex

Purpose This article is prepared by the Association of Professors of Gynecology and Obstetrics Undergraduate Medical Education Committee and provides educators recommendations for optimizing inclusive education for our students with disabilities. Medical educators are increasingly encountering students with disabilities and have the responsibility of ensuring requirements are met.Method Medical education committee members from the US and Canada reviewed the literature on disabilities in medical student education to identify best practices and key discussion points. An iterative review process was used to determine the contents of an informative paper.Results Medical schools are required to develop technical standards for admission, retention, and graduation of their students to practice medicine safely and effectively with reasonable accommodation. A review of the literature and obstetrics and gynecology expert opinion formed a practical list of accommodation strategies and administrative steps to assist educators and students.Conclusion Medical schools must support the inclusion of students with disabilities. We recommend a collaborative approach to the interactive process of determining reasonable and effective accommodations that includes the students, a disability resource professional and faculty as needed. Recruiting and supporting medical students with a disability strengthens the diversity commitment and creates a more inclusive workforce.IMPLICATIONS FOR REHABILITATIONMedical School EducationMedical schools have the responsibility to train a diverse physician workforce including those with disabilities.The integration of students with disabilities is important and should be done in a structured and timely manner that maximizes the individual’s abilities and incorporates reasonable accommodations in the clinical learning environment.Though the definition of disability traverses a wide variety of diagnoses, this review highlights sensory and physical disabilities and the various accommodations to facilitate access and successful completion of required objectives.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.206
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.006
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.033
GPT teacher head0.368
Teacher spread0.335 · 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; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

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

Citations5
Published2023
Admission routes2
Has abstractyes

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