Evidence map›Paper›PMID 42513310›Full record

ArticleJournal of clinical medicine2026

Risk Factors for Postoperative Hemorrhage Following Thyroid Surgery: Results of a Case-Control Study and Development of a Stratified Risk Model Using Random Forest Analysis.

Constantin Smaxwil, Ali Naddaf, Mirjam Busch, Joachim Wagner, Miriam Probst, Katharina Schiffer, Jasmin Al Hammoud, Ulrike Valina, Moritz Senne, Simone Harsch and 5 more

Abstract read
In one paragraph

Article in Journal of clinical medicine, 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

15 authors.

Constantin SmaxwilDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.ORCID 0000-0003-4650-3167
Ali NaddafDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Mirjam BuschDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Joachim WagnerDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Miriam ProbstDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Katharina SchifferDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Jasmin Al HammoudDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Ulrike ValinaDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Moritz SenneDepartment of General, Visceral and Transplant-Surgery, University of Tübingen, 72076 Tubingen, Germany.
Simone HarschOutcomes Research Unit, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.
Stefan SchopfDepartment of General, Visceral, Endocrine, and Thoracic Surgery, InnKlinikum Mühldorf, 84453 Mühldorf am Inn, Germany.
Ulrich WirthDepartment of General, Visceral, and Transplantation Surgery, LMU University Hospital, LMU Munich, 81377 Munich, Germany.ORCID 0000-0003-2366-8524
Amra PepicInstitute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany.ORCID 0000-0002-9266-4554
Antonia ZapfInstitute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany.
Andreas ZielkeDepartment of Endocrine Surgery, Endocrine Centre Stuttgart, Diakonie-Klinikum Stuttgart, 70176 Stuttgart, Germany.ORCID 0000-0001-7799-4099

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

machine learningpostoperative complicationpostoperative hemorrhageprognostic scorerisk assessmentthyroidectomythyroid surgery

Identifiers

PMID42513310
PMCPMC13411718

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.