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Record W4294712664 · doi:10.1111/ene.15539

Initiating dopamine agonists rather than levodopa in early Parkinson's disease does not delay the need for deep brain stimulation

2022· article· en· W4294712664 on OpenAlexaffabout
Diana A. Olszewska, Alfonso Fasano, Renato P. Munhoz, Carolina Candelaria Ramírez Gómez, Anthony E. Lang

Bibliographic record

VenueEuropean Journal of Neurology · 2022
Typearticle
Languageen
FieldMedicine
TopicNeurological disorders and treatments
Canadian institutionsOntario Brain InstituteToronto Western HospitalUniversity of Toronto
Fundersnot available
KeywordsLevodopaDeep brain stimulationMedicineInterquartile rangeParkinson's diseaseAmantadineSubthalamic nucleusRetrospective cohort studyCohortPediatricsDiseaseInternal medicinePharmacology

Abstract

fetched live from OpenAlex

BACKGROUND AND PURPOSE: While levodopa is the most effective symptomatic treatment for Parkinson's disease (PD), its use is associated with an increased risk of motor complications (MCs) in the first 5 years of treatment compared to dopamine agonist (DA) first therapy. It is not known whether this translates into true benefit later in the disease. We aimed to determine whether there is a difference in the time between initial levodopa versus DA treatment and the development of disabling MCs prompting deep brain stimulation (DBS) consideration. METHODS: This was a retrospective cohort study of patients with PD attending the DBS Clinic at Toronto Western Hospital, Canada between March 2004 and February 2022, who underwent globus pallidus interna (GPI) or subthalamic nucleus (STN) DBS in 2005 or later for disabling MCs. RESULTS: Of the 438 patients included in the study, 352 underwent STN DBS and 86 underwent GPi DBS. The median (range) disease duration was 9 (2-30) years. The majority of patients (n = 312) received levodopa first and 126 received a DA. There was no significant difference in disease duration or amantadine use between the two groups. The duration from the first treatment to assesment for DBS (levodopa: median 8 years, interquartile range [IQ] 4 years; DA: median 9, IQR 4 years) or DBS surgery (levodopa: median 10 years, IIQR 5 years; DA: median 10 years, IQR 5 years) did not differ. CONCLUSION: To our knowledge, this is the only study to date to evaluate the duration between levodopa/DA-first treatment and the development of MCs of sufficient severity to warrant consideration of DBS. No association was found. The results suggest that the development of disabling MCs warranting DBS is independent of the type of first dopaminergic treatment.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.026
GPT teacher head0.267
Teacher spread0.240 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNon-randomized trial
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2022
Admission routes2
Has abstractyes

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