Evidence map›Paper›PMID 42857512›Full record

ArticleNeuroscience of consciousness2026

Physicians' metacognition in medical decision-making.

Camille Lakhlifi, Rayan Kouzy, François-Xavier Lejeune, Nicolas Beuzon, Jérôme Mawet, Caroline Roos, Mehdi Khamassi, Benjamin Rohaut, Marion Rouault

Abstract read
In one paragraph

Article in Neuroscience of consciousness, 2026. 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

9 authors.

Camille LakhlifiSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié Salpêtrière, 75013 Paris, France.
Rayan KouzySorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié Salpêtrière, 75013 Paris, France.ORCID https://orcid.org/0009-0003-8086-9506
François-Xavier LejeuneSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié Salpêtrière, 75013 Paris, France.
Nicolas BeuzonSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié Salpêtrière, 75013 Paris, France.
Jérôme MawetAP-HP, Hôpital Lariboisière, Emergency Headache Center (Centre d'Urgences Céphalées), Department of Neurology, 75013 Paris, France.
Caroline RoosUniversité Paris Cité, 75013 Paris, France.
Mehdi KhamassiInstitute of Intelligent Systems and Robotics, Sorbonne Université, CNRS, 75013 Paris, France.ORCID https://orcid.org/0000-0002-2515-1046
Benjamin RohautSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié Salpêtrière, 75013 Paris, France.ORCID https://orcid.org/0000-0001-6752-8756
Marion RouaultSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, APHP, Hôpital de la Pitié Salpêtrière, 75013 Paris, France.ORCID https://orcid.org/0000-0001-6586-3788

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A large literature reports that physicians are overconfident when making medical decisions. However, the validity of these findings is questioned due to methodology pitfalls leading to poor ecological validity. Moreover, most previous studies do not distinguish between (i) metacognitive bias, the general tendency to report high or low confidence irrespectively of actual accuracy, and (ii) metacognitive sensitivity, the capacity to discriminate between one's own correct and incorrect decisions. Here, we aim to overcome these limitations by drawing from state-of-the-art paradigms and tools from the cognitive science of metacognition. To examine overconfidence and to disentangle metacognitive bias from metacognitive sensitivity, we developed a carefully controlled set of case-vignettes of patients with headaches that was completed by 52 physicians. We found that physicians' confidence, reliably discriminated their correct from their incorrect decisions, demonstrating genuine metacognitive sensitivity. However, physicians were also overconfident, and this overconfidence was most pronounced among the least accurate participants. Moreover, the costliest errors (i.e. missed urgent cases) were held with higher confidence than unnecessary referrals. Finally, unlike previous reports, we found limited interindividual variability depending on specialty, gender, or seniority level, although our study was not powered for these comparisons.

Indexed as

decision-makingmetacognition

Identifiers

PMID42857512
PMCPMC13652639

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.