Evidence map›Paper›PMID 38313894›Full record

ArticleCureus2024

Clinical Reasoning: Perspectives of Expert Clinicians on Reasoning Through Complex Clinical Cases.

Joseph H Donroe, Emilie Egger, Sarita Soares, Andre N Sofair

Abstract read
In one paragraph

Article in Cureus, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Multimodal Wearable Biosensing Meets Multidomain AI: A Pathway to Decentralized Healthcare.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    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

4 authors.

Joseph H DonroeGeneral Internal Medicine, Yale School of Medicine, New Haven, USA.
Emilie EggerSocial and Behavioral Sciences, Yale School of Public Health, New Haven, USA.
Sarita SoaresGeneral Internal Medicine, Yale School of Medicine, New Haven, USA.
Andre N SofairGeneral Internal Medicine, Yale School of Medicine, New Haven, USA.

Funding

Training in Implementation Science Research and MethodsT32HL155000 · NHLBI · YALE UNIVERSITY · PI SPIEGELMAN, DONNA L, VELAZQUEZ, ERIC J · 2021 to 2025
$2.2M
NHLBI NIH HHS T32 HL155000
6 · The paper itself

Abstract

Introduction Clinical reasoning is a core skill for physicians; most doctors do not attain the level of expertise associated with that of an expert clinician (EC). The purpose of this study is to identify the clinical reasoning strategies ECs prioritize when reasoning through complex cases. Methods We interviewed 14 ECs and performed a thematic analysis to identify strategies ECs prioritize when reasoning through complex clinical cases. The authors chose ECs based on the recognition of clinical and teaching expertise by trainees and other faculty members (ECs within our institution) and institutional recognition of high achievement in medicine and medical education (ECs outside our institution). We used a semi-structured guide to interview each EC, then reviewed and coded the interview transcriptions. We developed themes based on agreements between all transcript reviewers.  Results We interviewed 11 male and three female ECs, one from outside the study institution. Two (14%) ECs were primary care physicians, and the remaining were sub-specialists. The authors organized strategies for clinical reasoning through complex cases around four themes, which were as follows: (1) connecting clinical reasoning to patient context; (2) embracing uncertainty, then reducing it; (3) returning to the patient's bedside; and (4) remaining humble to limit diagnostic errors. Conclusion Clinical reasoning is a core clinical skill of physicians, and this article describes clinical reasoning strategies prioritized by ECs for complex clinical cases. Recognition and integration of these strategies into medical training and clinical educator practice may facilitate the evolution of clinical reasoning skills and reduce diagnostic errors.

Indexed as

clinical reasoningclinical skillsdiagonostic errorexpert cliniciansgeneral internal medicinemedical education

Identifiers

PMID38313894
PMCPMC10838525

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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.