Evidence map›Paper›PMID 41133163›Full record

ArticleFrontiers in medicine2025

Increasing the focus on critical appraisal of trials and financial conflict of interest in medical training programs: a perspective from oncology.

Ashley J Duits, Michael J Samson, Rijk O B Gans, Izzy Gerstenbluth, Jamiu O Busari, John-John B Schnog

Abstract read
In one paragraph

Article in Frontiers in medicine, 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. From Trial Results to Bedside Judgment: A Feynman Lesson in Evidence-based Critical Care.Indian journal of critical care medicine : peer-reviewed, official publication of Indian Society of Critical Care Medicine
    Article
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

6 authors.

Ashley J DuitsInstitute for Medical Education, University Medical Center Groningen, Groningen, Netherlands.
Michael J SamsonCuraçao Medical Center, Willemstad, Curaçao.
Rijk O B GansCuraçao Medical Center, Willemstad, Curaçao.
Izzy GerstenbluthCuraçao Biomedical and Health Research Institute, Willemstad, Curaçao.
Jamiu O BusariSchool of Health Professions Education, Maastricht University, Maastricht, Netherlands.
John-John B SchnogCuraçao Medical Center, Willemstad, Curaçao.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Improving medical education programs is key for achieving true value-based healthcare. Worldwide several approaches have been proposed for adapting current medical curricula in order to better foster modern medical professionals as agents of change. Adaptations of (mostly) competency-based curricula include improved attention for topics like public health, social determinants of health, inclusivity and social justice. In this article the authors argue, using an oncology perspective, for inclusion of two key topics in order to ensure that improved medical curricula foster critical consciousness and are transformative. The authors describe the importance of adding critical trial appraisal and awareness of the challenges of financial conflict of interest (FCI) in medical decision making throughout the curriculum. In the field of oncology (as in other medical areas) approval and uptake in treatment guidelines of costly drugs are regularly based on methodologically flawed clinical trials. Moreover, in an already financially strained environment these low-value treatments further impede countries of better supporting only high-value treatment and prevention programs. The authors show that FCI negatively impacts drug approval processes, journal publications, guideline inclusion and patient advocacy group activities. In this scholarly perspective the authors strongly argue for including these topics in modern curricula with due attention for the necessary cultural change of faculty and clinical learning environment. An educational moonshot program based on critical pedagogy is advocated in which both High Income Countries (HIC) and Low- and Middle-Income Countries (LMIC) contribute to achieve the necessary transformative medical education programs necessary for the required agents of change.

Indexed as

agents of changecritical appraisal of medical trialsfinancial conflict of interesthidden curriculummedical education moonshot programtransformative medical educationvalue based health care (VBHC)

Identifiers

PMID41133163
PMCPMC12540513

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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.