Evidence map›Paper›PMID 40727524›Full record

ReviewFrontiers in medicine2025

Development and innovation in a new distributed medical programme: Scottish Graduate Entry Medicine (ScotGEM).

Fiona Graham, Jon Dowell, Angela Flynn, Shalini Gupta, Andrew David MacFarlane, Andrew O'Malley, Robert Scully, Francis Michael Sullivan, Lloyd Samuel John Thompson, Kirsty Alexander

Abstract readReview
In one paragraph

Review in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Fiona GrahamSchool of Medicine, University of Dundee, Dundee, United Kingdom.
Jon DowellSchool of Medicine, University of Dundee, Dundee, United Kingdom.
Angela FlynnSchool of Medicine, University of St Andrews, St Andrews, United Kingdom.
Shalini GuptaSchool of Medicine, University of Dundee, Dundee, United Kingdom.
Andrew David MacFarlaneNHS Education for Scotland, Edinburgh, United Kingdom.
Andrew O'MalleySchool of Medicine, University of St Andrews, St Andrews, United Kingdom.
Robert ScullySchool of Medicine, University of Galway, Galway, Ireland.
Francis Michael SullivanSchool of Medicine, University of St Andrews, St Andrews, United Kingdom.
Lloyd Samuel John ThompsonSchool of Medicine, University of Dundee, Dundee, United Kingdom.
Kirsty AlexanderSchool of Medicine, University of Dundee, Dundee, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Addressing the shortage of primary-care physicians, especially in remote and rural areas, is a crucial target in many countries. This article introduces the Scottish Graduate Entry Medicine (ScotGEM) programme: a compressed, tailor-made curriculum designed to equip and enthuse its graduates to practice generalist and rural medicine in Scotland, within the ethos of socially accountable medicine. Methods: This curriculum paper describes ScotGEM in sufficient detail for the reader to translate elements to their own context. It then collates findings from evaluations, research projects and many critical discussions about the programme. This work is used to describe and evaluate the curriculum design and delivery, with a focus on the distributed aspects. Results: Three key innovations of the curriculum are explored in detail: the Generalist Clinical Mentor (GCM) role; the year-long primary care Longitudinal Integrated Clerkship (LIC); and the Agents of Change curriculum. There are early signs that ScotGEM is encouraging generalist, rural careers within Scotland. There is also growing evidence of the benefits ScotGEM faculty and students bring to the clinical workforce in the distributed settings. Discussion: Distributed programmes require additional organization for students and faculty. Partnerships can be challenging but immensely rewarding. Healthcare partners in rural areas need to be involved early in planning and strong relationships fostered with local "champions."

Indexed as

distributed trainingfamily medicine and general practicerural and remote areasScotlandsocial accountabilityundergraduate medical education

Identifiers

PMID40727524
PMCPMC12301851

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.