Evidence map›Paper›PMID 41010350›Full record

ArticleLife (Basel, Switzerland)2025

Predictive Model for Estimating the Length of Stay in Hip Arthroplasty Patients by Machine Learning-H.I.P.P.O Score.

Andrei Danet, Razvan Spiridonica, Georgian Iacobescu, Adrian Cursaru, Bogdan Cretu, Bogdan Serban, Sergiu Iordache, Antonio-Daniel Corlatescu, Catalin Cirstoiu

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Andrei DanetDepartment of Cardiac Surgery, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Razvan SpiridonicaDepartment of Orthopaedics and Traumatology, University Emergency Hospital, 010552 Bucharest, Romania.
Georgian IacobescuDepartment of Orthopaedics and Traumatology, University Emergency Hospital, 010552 Bucharest, Romania.
Adrian CursaruDepartment of Orthopaedics and Traumatology, University Emergency Hospital, 010552 Bucharest, Romania.ORCID 0000-0003-1656-3134
Bogdan CretuDepartment of Orthopaedics and Traumatology, University Emergency Hospital, 010552 Bucharest, Romania.
Bogdan SerbanDepartment of Orthopaedics and Traumatology, University Emergency Hospital, 010552 Bucharest, Romania.
Sergiu IordacheDepartment of Orthopaedics and Traumatology, University Emergency Hospital, 010552 Bucharest, Romania.
Antonio-Daniel CorlatescuDepartment of Orthopaedics and Traumatology, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0009-0007-9232-1176
Catalin CirstoiuDepartment of Orthopaedics and Traumatology, University Emergency Hospital, 010552 Bucharest, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

biological markersclinical decision supporthip arthroplastyH.I.P.P.O. scorehospital length of staymachine learningpredictive modelrisk stratification

Identifiers

PMID41010350
PMCPMC12471841

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.