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Record W2783455850 · doi:10.1002/nau.23482

The novel Axonics® rechargeable sacral neuromodulation system: Procedural and technical impressions from an initial North American experience

2018· article· en· W2783455850 on OpenAlexafffundabout
Dean Elterman

Bibliographic record

VenueNeurourology and Urodynamics · 2018
Typearticle
Languageen
FieldMedicine
TopicUrinary Bladder and Prostate Research
Canadian institutionsUniversity of TorontoUniversity Health Network
FundersUniversity of Toronto
KeywordsSacral nerve stimulationMedicineNeuromodulationSurgeryInternal medicineStimulation

Abstract

fetched live from OpenAlex

AIMS: The rechargeable Axonics® r-SNM™ System is currently approved and available in Europe and Canada, with US FDA approval pending. This article provides a review of the system along with technique and technical considerations for its implantation based on my clinical experience with the new Axonics r-SNM System. METHODS: The description of the surgical technique and technological considerations for the Axonics r-SNM System is based my clinical experience of 11 cases performed at UHN Toronto Western Hospital. RESULTS: While the Axonics system is intended to provide similar therapy to the existing SNM system, the Axonics system has several new technological advances. Understanding these differences and optimizing surgical technique is anticipated to improve outcomes and patient experience. CONCLUSIONS: Overall the Axonics r-SNM System and implant procedure requires minimal learning curve for experienced SNM implanters and provides several enhanced features for physicians and patients. Further experience by others may elucidate other nuances important to the implantation of this novel SNM system.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.086
Threshold uncertainty score0.443

Codex and Gemma teacher scores by category

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

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 head0.023
GPT teacher head0.333
Teacher spread0.310 · 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 teacher head, 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

Citations31
Published2018
Admission routes3
Has abstractyes

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