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Record W3109983626 · doi:10.1159/000510803

Constant Current versus Constant Voltage: Clinical Evidence Supporting a Fundamental Difference in the Modalities

2020· article· en· W3109983626 on OpenAlexaff
Drew S. Kern, Alfonso Fasano, John A. Thompson, Aviva Abosch, Steve Ojemann, Renato P. Munhoz

Bibliographic record

VenueStereotactic and Functional Neurosurgery · 2020
Typearticle
Languageen
FieldMedicine
TopicNeurological disorders and treatments
Canadian institutionsOntario Brain InstituteToronto Western HospitalUniversity of Toronto
Fundersnot available
KeywordsScalpDeep brain stimulationDiplopiaStimulationMedicineEssential tremorParkinson's diseaseSurgeryAnesthesiaPhysical medicine and rehabilitationDiseaseInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Deep brain stimulation (DBS) is an effective surgical treatment for movement disorders. Early versions of implantable systems delivered stimulation with constant voltage (CV); however, advances in available and newer platforms have permitted programming in constant current (CC). From a treatment management perspective, there are theoretical advantages of CC stimulation. In this case series, we present clinical evidence supporting the maintenance of current regardless of changes to impedance. MATERIALS AND METHODS: This case series included 3 patients with Parkinson's disease status post-bilateral subthalamic nucleus DBS. Patients in this series self-reported intermittent diplopia with pressure applied to the scalp. Patients were subsequently examined and converted from CV to CC and re-examined. Impedances were checked prior to and after conversion from CV to CC as well as while applying pressure to the scalp that induced the adverse effects. RESULTS: Across patients, we observed that compression of the scalp overlying the connector, while patients were maintained in CV, consistently and objectively induced unilateral adduction of an eye. In addition, during scalp compression, while in CV, impedance was reduced, which would increase current delivery. Converting the patients to CC stimulation without changing other stimulation parameters eliminated diplopia and objective findings of eye deviation with compression of the scalp overlying the hardware despite changes in impedance. CONCLUSIONS: In this case series, we provide clinical support for the principal differences between CV and CC stimulation.

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)0.002
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.002
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.193
GPT teacher head0.361
Teacher spread0.169 · 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 designObservational
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

Citations5
Published2020
Admission routes1
Has abstractyes

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