Evidence map›Paper›PMID 39195750›Full record

ArticleToxins2024

Botulinum Toxin Type A (BoNT-A) Use for Post-Stroke Spasticity: A Multicenter Study Using Natural Language Processing and Machine Learning.

María Jesús Antón, Montserrat Molina, José Gabriel Pérez, Santiago Pina, Noemí Tapiador, Beatriz De La Calle, Mónica Martínez, Paula Ortega, María Belén Ruspaggiari, Consuelo Tudela and 8 more

Abstract readMulticenter Study
In one paragraph

Article in Toxins, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
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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

18 authors.

María Jesús AntónDepartment of Physical Medicine and Rehabilitation, Rio Hortega University Hospital, 47007 Valladolid, Spain.ORCID 0000-0001-5998-3142
Montserrat MolinaDepartment of Physical Medicine and Rehabilitation, University Hospital of Fuenlabrada, 28942 Madrid, Spain.ORCID 0000-0002-1104-7264
José Gabriel PérezDepartment of Physical Medicine and Rehabilitation, Son Espases University Hospital, 07210 Palma de Mallorca, Spain.
Santiago PinaDepartment of Physical Medicine and Rehabilitation, General University Hospital, 12004 Castellón, Spain.
Noemí TapiadorDepartment of Physical Medicine and Rehabilitation, University Hospital Puerta de Hierro-Majadahonda, 28222 Madrid, Spain.
Beatriz De La CalleDepartment of Physical Medicine and Rehabilitation, Rio Hortega University Hospital, 47007 Valladolid, Spain.ORCID 0000-0001-5318-223X
Mónica MartínezDepartment of Physical Medicine and Rehabilitation, University Hospital of Fuenlabrada, 28942 Madrid, Spain.
Paula OrtegaDepartment of Physical Medicine and Rehabilitation, University Hospital Puerta de Hierro-Majadahonda, 28222 Madrid, Spain.ORCID 0009-0004-7063-3687
María Belén RuspaggiariDepartment of Physical Medicine and Rehabilitation, Son Espases University Hospital, 07210 Palma de Mallorca, Spain.
Consuelo TudelaDepartment of Physical Medicine and Rehabilitation, General University Hospital, 12004 Castellón, Spain.
Marta ConejoDepartment of Physical Medicine and Rehabilitation, University Hospital of Fuenlabrada, 28942 Madrid, Spain.
Pedro LenoDepartment of Physical Medicine and Rehabilitation, Son Espases University Hospital, 07210 Palma de Mallorca, Spain.
Marta LópezDepartment of Physical Medicine and Rehabilitation, General University Hospital, 12004 Castellón, Spain.
Carmen MarhuendaDepartment of Physical Medicine and Rehabilitation, University Hospital Puerta de Hierro-Majadahonda, 28222 Madrid, Spain.
Carlos Arias-CabralesSavana Research S.L, 28004 Madrid, Spain.
Pascal MaisonobeDepartment of Biometry, Ipsen Pharma, 92100 Boulogne-Billancourt, France.ORCID 0009-0004-3469-7261
Alberto HerreraMedical Affairs, Ipsen Pharma, 28050 Madrid, Spain.
Ernesto CandauDepartment of Physical Medicine and Rehabilitation, Rio Hortega University Hospital, 47007 Valladolid, Spain.

Funding

Ipsen 0000000
6 · The paper itself

Abstract

We conducted a multicenter and retrospective study to describe the use of botulinum toxin type A (BoNT-A) to treat post-stroke spasticity (PSS). Data were extracted from free-text in electronic health records (EHRs) in five Spanish hospitals. We included adults diagnosed with PSS between January 2015 and December 2019, stratified into BoNT-A-treated and untreated groups. We used EHRead

Indexed as

Botulinum Toxins, Type AMachine LearningMuscle SpasticityNatural Language ProcessingStrokeAgedAged, 80 and overElectronic Health RecordsFemaleHumansMaleMiddle AgedNeuromuscular AgentsRetrospective StudiesBotulinum Toxins, Type ANeuromuscular Agentsartificial intelligencebotulinum toxin Aelectronic health recordsischemic strokemachine learningnatural language processingpost-stroke spasticity

Identifiers

PMID39195750
PMCPMC11359065

What OpenQuestion holds

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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.