Evidence mapPaperPMID 40471466Full record

SynthesisJournal of gastrointestinal cancer2025

Pancreatic Cancer Risk Assessment Tools in Primary Care: A Mixed Methods Systematic Review.

Hugh Claridge, Elizabeth A Cooke, Spencer A Thomas, Nan Greenwood, Agnieszka Lemanska

Abstract readSystematic Review
In one paragraph

Synthesis in Journal of gastrointestinal cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Hugh ClaridgeSchool of Health Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK. hc01558@surrey.ac.uk.ORCID http://orcid.org/0000-0001-5998-2860
Elizabeth A CookeNational Physical Laboratory, Teddington, UK.ORCID http://orcid.org/0000-0003-3843-8393
Spencer A ThomasNational Physical Laboratory, Teddington, UK.ORCID http://orcid.org/0000-0002-9260-1561
Nan GreenwoodKingston University, Kingston, UK.ORCID http://orcid.org/0000-0002-6094-5191
Agnieszka LemanskaSchool of Health Sciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK.ORCID http://orcid.org/0000-0003-4849-2430

Funding

Department for Science, Innovation and Technology National Measurement System ProgrammesUniversity of Surrey PhD Studentship
6 · The paper itself

Abstract

backgroundPancreatic cancer is the twelfth most common cancer worldwide, but high mortality rates make it the sixth leading cause of cancer deaths. Diagnosis is frequently too late for curative intervention. Risk assessment tools incorporating diagnostic prediction models may assist early pancreatic cancer detection by primary care clinicians. AIM AND

methodsThis mixed methods systematic review aims to identify risk assessment tools which can be used for the detection of pancreatic cancer and have been investigated in primary care. It also seeks to synthesise the qualitative and quantitative evidence relating to the patient and clinician perspectives and experiences with these tools.

resultsTen studies were included with five risk assessment tools identified: 'QCancer', 'eRATs' (electronic risk assessment tools), 'CaDet', 'Future Health Today' and 'C the Signs'. No tools were found for pancreatic cancer alone. Thematic synthesis of stakeholder perspectives resulted in three themes: impact on clinical decision-making, impact on patient consultations and implementation barriers and facilitators. Overall, experiences and impacts were positive, especially if used by less experienced clinicians.

conclusionThere is little evidence for the inclusion of many developed pancreatic cancer diagnostic prediction models in risk assessment tools in primary care, and limited research into stakeholder perceptions, especially patient perceptions. This review can inform future tool development, and further research should be undertaken assessing these tools' clinical validity to encourage uptake in clinical practice. STUDY REGISTRATION: This study was registered prospectively as PROSPERO CRD42024488160.

Indexed as

Early Detection of CancerPancreatic NeoplasmsHumansPrimary Health CareRisk AssessmentPancreatic cancerPrimary careRisk assessment tools

Identifiers

PMID40471466
PMCPMC12141374

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.