MétaCan
Menu
Back to cohort
Record W2071128858 · doi:10.1177/1203475415575011

Contact Cryoprobe Sterilization Practices

2015· article· en· W2071128858 on OpenAlexaffabout
Geneviève Gavigan, Alana McEvoy, Jennifer Beecker

Bibliographic record

VenueJournal of Cutaneous Medicine and Surgery · 2015
Typearticle
Languageen
FieldHealth Professions
TopicSafe Handling of Antineoplastic Drugs
Canadian institutionsOttawa HospitalUniversity of Ottawa
Fundersnot available
KeywordsCryotherapyMedicineSterilization (economics)SurgeryDermatology

Abstract

fetched live from OpenAlex

BACKGROUND: Cryotherapy is a commonly employed treatment modality in dermatology. There is literature to suggest that sterilization of the contact cryotherapy probe is needed for proper decontamination. OBJECTIVE: To determine the status on the usage and sterilization methods employed by dermatology staff and residents affiliated with an academic training centre in Ontario, Canada, with the overall goal of improving patient safety. METHODS: An anonymous qualitative survey was conducted and analyzed. RESULTS: The survey had a response rate of 71% (n=34 of 48); 11 of 34 physicians reported using contact cryoprobes in their practice to treat viral infections, benign tumours, and malignant tumours. Out of the 11 using contact cryoprobes, 3 (27%) employed any type of cleaning method between patients. CONCLUSIONS: Current use of contact cryotherapy probes could be improved for safety considerations. Patient safety may be enhanced by the incorporation of routine autoclaving or other recommended decontamination methods of contact cryotherapy probes between patients.

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)0.003
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.411
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.208
GPT teacher head0.442
Teacher spread0.234 · 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.

Study designNot applicable
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

Citations0
Published2015
Admission routes2
Has abstractyes

Explore more

Same venueJournal of Cutaneous Medicine and SurgerySame topicSafe Handling of Antineoplastic DrugsFrench-language works237,207