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Record W3044232222 · doi:10.1101/2020.07.23.218743

Scoping reviews in medical education: A scoping review

2020· review· en· W3044232222 on OpenAlexaff
Lauren A. Maggio, Kelsey L. Larsen, Aliki Thomas, Joseph A. Costello, Anthony R. Artino

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2020
Typereview
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMcGill University
Fundersnot available
KeywordsSystematic reviewPublishingMedical educationProtocol (science)MEDLINEMedicineAlternative medicinePsychologyPolitical science

Abstract

fetched live from OpenAlex

Abstract Purpose The purpose of this study was to characterize the extent, range, and nature of scoping reviews published in core medical education journals. In so doing, the authors identify areas for improvement in the conduct and reporting of scoping reviews, and highlight opportunities for future research. Method The authors searched PubMed for scoping reviews published between 1999 through April 2020 in 14 medical education journals. From each review, the authors extracted and summarized key bibliometric data, the rationales given for conducting a scoping review, the research questions, and key reporting elements as described in the PRISMA-ScR reporting guidelines. Rationales and research questions were mapped to the reasons for conducting a scoping review, as described by Arksey and O’Malley. Results One hundred and one scoping reviews were included. On average 10.1 scoping reviews (MED=4, SD=13.08) were published annually with the most reviews published in 2019 (n=42) in 13 of the included 14 journals reviewed. Academic Medicine published the most scoping reviews (n=28) overall. Authors described multiple reasons for undertaking scoping reviews, including to: summarize and disseminate research findings (n=77); examine the extent, range, and nature of research activity in a given area (n=74); and to analyze an emerging topic or heterogenous literature base (n=46). In 11 reviews there was alignment between the rationales for the scoping review and the stated research questions. No review addressed all elements of the PRISMA-ScR, with only a minority of authors publishing a protocol (n=2) or including stakeholders (n=20). Authors identified several shortcomings of scoping review methodology, including being unable to critically assess the included studies. Conclusions Medical educators are increasingly conducting scoping reviews with a desire to characterize the literature on a topic. There is room for improvement in the reporting of scoping reviews, including the alignment of research questions, the creation and publishing of protocols, and the inclusion of external stakeholders in published works.

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)0.239
metaresearch head score (Gemma)0.433
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.761
Threshold uncertainty score0.939

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.2390.433
Meta-epidemiology (narrow)0.0030.004
Meta-epidemiology (broad)0.0090.007
Bibliometrics0.0620.058
Science and technology studies0.0050.006
Scholarly communication0.0240.024
Open science0.0040.010
Research integrity0.0080.007
Insufficient payload (model declined to judge)0.0050.003

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 head0.045
GPT teacher head0.377
Teacher spread0.332 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designSystematic review
DomainMethods
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

Citations17
Published2020
Admission routes1
Has abstractyes

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