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Record W2898418007 · doi:10.1089/end.2018.0432

Perceptions and Practice Patterns of Holmium Laser Goggles in Endourological Procedures: An Unnecessary Evil?

2018· article· en· W2898418007 on OpenAlexaff
Nicholas R. Paterson, Ryan Fitzpatrick, Brian Blew, John D. Denstedt, James Watterson

Bibliographic record

VenueJournal of Endourology · 2018
Typearticle
Languageen
FieldMedicine
TopicOcular and Laser Science Research
Canadian institutionsWestern UniversityUniversity of Ottawa
Fundersnot available
KeywordsMedicineLithotripsyLaser lithotripsyAblationLaser safetyOptometrySurgeryLaser

Abstract

fetched live from OpenAlex

PURPOSE: The holmium laser is used increasingly for a wide array of urological procedures. Laser safety goggles are mandatory at many centers for individuals within the nominal hazard zone, as set out by the institution. Recent ex vivo studies suggest standard eye wear may be equally as protective. We sought to evaluate the perceptions and practice patterns of laser safety goggles in urology. MATERIALS AND METHODS: A 24-question survey was sent out through e-mail to an international e-mail list of ∼2000 urologists that were members of the Endourological Society. Data were collected anonymously using Survey Monkey. RESULTS: A total of 264 (14%) urologists completed the survey. Thirty-four percent worked in the community, whereas 63% worked at an academic institution. Ninety-seven percent routinely used the holmium laser. The most common uses were lithotripsy (99%), tissue incision (71%), tumor ablation (58%), and prostate ablation (26%). Formal laser training and institutional laser safety policies were reported in 76% and 64%, respectively. Forty percent of respondents routinely wore laser safety goggles. Laser adverse events were witnessed by 19%, but there were no eye injuries reported. Seventy percent of surgeons felt that laser safety goggles may impair their vision. When presented with the information that regular eye glasses may be as effective as laser goggles for preventing harm, the majority (86%) would opt for regular eye wear. CONCLUSIONS: Laser safety eyewear practice patterns vary greatly. Many centers have adopted policies for universal mandatory laser goggles in the operating room. With over two thirds of surgeons suggesting laser goggles impair their vision, and recent literature suggesting regular eye wear is equivalent in preventing laser-associated eye injuries, laser goggle safety policies should be updated to better match the potential hazards inherent to the device.

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)0.004
metaresearch head score (Gemma)0.020
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.020
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.001
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 head0.041
GPT teacher head0.391
Teacher spread0.350 · 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

Citations14
Published2018
Admission routes1
Has abstractyes

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