An Artificial Neural Network Predicts Gender Differences of Motor and Non-Motor Symptoms of Patients with Advanced Parkinson's Disease under Levodopa-Carbidopa Intestinal Gel.

Anastasia Bougea, Tajedin Derikvand, Efthymia Efthimiopoulou

Abstract readObservational StudyMulticenter Study

In one paragraph

Observational study in Medicina (Kaunas, Lithuania), 2024. 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.

A narrative review of the use of PROMs and machine learning to impact value-based clinical decision-making.BMC medical informatics and decision making · 2025
Review

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

3 authors.

Anastasia Bougea1st Department of Neurology, Eginition Hospital, National and Kapodistrian University of Athens, 11572 Athens, Greece.ORCID 0000-0003-3006-8711

Tajedin DerikvandDepartment of Mathematics, Marvdasht Branch, Islamic Azad University, Marvdasht 73711-13119, Iran.

Efthymia Efthimiopoulou1st Department of Neurology, Eginition Hospital, National and Kapodistrian University of Athens, 11572 Athens, Greece.

Funding

AbbVie Hellas 324

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

CarbidopaDrug CombinationsGelsLevodopaNeural Networks, ComputerParkinson DiseaseAgedAntiparkinson AgentsFemaleHumansLongitudinal StudiesMaleMiddle AgedQuality of LifeSeverity of Illness IndexSex FactorsAntiparkinson AgentsCarbidopacarbidopa, levodopa drug combinationDrug CombinationsGelsLevodopaadvanced Parkinson’s diseaseGeriatric Depression Scalelevodopa–carbidopaintestinal gelLong Short-Term Memory–Recurrent Neural NetworkNMS QuestionnaireNon-Motor Symptoms QuestionnaireUnified Parkinson’s Disease Rating Scale

Identifiers

PMID38929490

DOI10.3390/medicina60060873

PMCPMC11206121

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.