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Record W2747083578 · doi:10.1177/1078155217726160

Survey of guidelines and current practices for safe handling of antineoplastic and other hazardous drugs used in 24 countries

2017· article· en· W2747083578 on OpenAlexfundno aff
Patricia I. Mathias, Barbara A. MacKenzie, Christine Toennis, Thomas H. Connor

Bibliographic record

VenueJournal of Oncology Pharmacy Practice · 2017
Typearticle
Languageen
FieldHealth Professions
TopicSafe Handling of Antineoplastic Drugs
Canadian institutionsnot available
FundersClinical Oncological Society of AustraliaNational Institutes of HealthInternational Society of Oncology Pharmacy Practitioners
KeywordsMedicineAntineoplastic DrugsHazardous wastePharmacologyWaste management

Abstract

fetched live from OpenAlex

PURPOSE: A survey of guidelines and current practices was conducted to examine the safe handling procedures for antineoplastic and other hazardous drugs that are used in 24 countries including the Americas, Europe, the Mideast, Far East, and Australia. METHODS: Subject experts were asked to complete a brief survey regarding safe handling guidelines and practices for hazardous drugs in their countries. Questions addressed practices for handling monoclonal antibodies, the use of closed-system transfer devices, medical surveillance practices, and measurements of compliance with existing guidelines. RESULTS: Responses from 37 subject experts representing 24 countries revealed considerable variation in the content and scope of safe handling guidelines and pharmacy practices among the participating countries. Guidelines in the majority of countries used the term "cytotoxics," while others referred to "hazardous" or "antineoplastic" drugs. The International Society of Oncology Pharmacy Practice standard was cited by six countries, and five cited the National Institute for Occupational Safety and Health Alert. Others cited international guidelines other than International Society of Oncology Pharmacy Practice, or they have created their own guidelines. Approximately half reported that their guidelines were mandatory under federal, state, or provincial legislation. Only 11 countries reported that monoclonal antibodies were covered in their guidelines. Closed-system drug-transfer devices are widely used, but were not specifically recommended in four countries, while one country required their use. Medical surveillance programs are in place in 20 countries, but only in The Netherlands is surveillance mandatory. Nine countries reported that they have completed recent updates or revisions of guidelines, and the measures for their adoption have been initiated. CONCLUSIONS: Although the overall goals in the participating countries were similar, the approaches taken to assure safe handling of hazardous drugs varied considerably in some cases.

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)0.006
metaresearch head score (Gemma)0.016
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 score0.008
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.363
GPT teacher head0.592
Teacher spread0.229 · 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

Citations49
Published2017
Admission routes1
Has abstractyes

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