Evidence map›Paper›PMID 42057810›Full record

ArticleOpen forum infectious diseases2026

Slow Thinking for Fast Results: Reclaiming Analytical Reasoning in Antimicrobial Susceptibility Test Interpretation.

Carlos R V Kiffer, Paulo J M Bispo

Abstract read
In one paragraph

Article in Open forum infectious diseases, 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

2 authors.

Carlos R V KifferInfectious Diseases Discipline, Grupo de Análises em Infecções e Antimicrobianos (GAIA), Laboratório Especial de Microbiologia Clínica-LEMC), Antimicrobial Resistance Institute of São Paulo (ARIES), Escola Paulista de Medicina (EPM), Universidade Federal de São Paulo-UNIFESP, São Paulo, Brazil.ORCID https://orcid.org/0000-0003-1122-0693
Paulo J M BispoDepartment of Ophthalmology, Massachusetts Eye and Ear, Infectious Disease Institute, Harvard Medical School, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0002-2867-1450

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antimicrobial susceptibility testing (AST) is the basis of directed antimicrobial therapy and stewardship. However, its interpretation frequently relies on rapid and intuitive judgment, rather than on deliberate analytical reasoning. Using Kahneman's dual-process theory of cognition, we argue that AST interpretation is particularly vulnerable to system 1 heuristic bias, especially in real clinical environments. Using illustrative examples from contemporary resistance scenarios, such as extended-spectrum β-lactamase-producing Enterobacterales and multidrug-resistant

Indexed as

antibiogramsantimicrobial drug resistancecognitioncognitive trainingpsychological processes

Identifiers

PMID42057810
PMCPMC13123850

What OpenQuestion 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 OpenQuestion graph.