Evidence map›Paper›PMID 42279526›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Large Language Models Utility for Rapid On-Site Evaluation in Interventional Pulmonology.

Maayan Flaschner, Mordechai Reuven Kramer, Alex Krolik, Evgeni Gershman, Anna Tovar, Dror Rosengarten, Shai Moshe Amor, Barak Pertzov, Moshe Heching, Osnat Shtraichman and 1 more

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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

11 authors.

Maayan FlaschnerPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.ORCID 0009-0008-0260-4381
Mordechai Reuven KramerPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.ORCID 0000-0003-2376-2393
Alex KrolikPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.
Evgeni GershmanPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.ORCID 0000-0002-6994-4451
Anna TovarGray School of Medicine, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv 6997801, Israel.
Dror RosengartenPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.
Shai Moshe AmorGray School of Medicine, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv 6997801, Israel.ORCID 0009-0007-3637-4150
Barak PertzovPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.ORCID 0000-0002-3077-3616
Moshe HechingPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.ORCID 0000-0001-8073-3973
Osnat ShtraichmanPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.
Lev FreidkinPulmonary Institute, Rabin Medical Center, Petah Tikva 4941492, Israel.ORCID 0000-0002-7402-3876

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceChatGPTcytologyGeminiinterventional pulmonologylarge language modelrapid on-site evaluation

Identifiers

PMID42279526
PMCPMC13257399

What OpenQuestion holds

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LicenceCC BY
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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.