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Record W3102233279

Development of Stable and Simple Finasteride 333-μg/mL Suspensions that Minimize Occupational Exposure.

2020· article· en· W3102233279 on OpenAlexaff
Nathan Ma, William J. Perks, Shirley Law, John Iazzetta, Scott E. Walker

Bibliographic record

VenuePubMed · 2020
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical studies and practices
Canadian institutionsHealth Sciences CentreSunnybrook Health Science Centre
Fundersnot available
KeywordsFinasterideChromatographySuspension (topology)ChemistryMedicineMathematicsInternal medicine
DOInot available

Abstract

fetched live from OpenAlex

Finasteride is not commercially available in a liquid format, which stimulated the development of a stable and simple finasteride suspension formulation. The objectives of this work were to develop and test a finasteride suspension for 1) simplicity to compound, 2) pharmaceutical acceptability, 3) stability, and 4) potential for occupational exposure. The stability of commercial 5-mg finasteride tablets (50 mg/150 mL) was evaluated in water, Oral Mix, and OralMix SF in amber polyethylene terephthalate bottles at 25°C or 4°C. Additional stability studies were carried out using sugar-free Finasteride Powder USP in amber polyethylene terephthalate bottles and tablets in water in polypropylene oral syringes. On study days 0, 1, 3, 7, 14, 28, 38, 49, 63, and 90, the finasteride concentration was determined using a validated stability-indicating liquid chromatographic method. The potential occupational airborne exposure was evaluated by attempting to measure finasteride in 1000 liters of room air following shaking and nebulization. Finasteride suspension/dispersion formulations were prepared in water, Oral Mix, and Oral Mix SF from tablets and pure powder. All formulations retained more than 94.3% of the initial finasteride concentration, with 95% confidence, when stored for up to 90 days at room temperature or 4°C. Simulations of occupational exposure failed to demonstrate the presence of finasteride in room air following attempts to nebulize finasteride mixtures. We conclude that 333-µg/mL suspension/dispersions of finasteride in water or Oral Mix products will have more than 94.3% of the initial finasteride concentration remaining after 90 days, regardless of the formulation, container, or storage temperature. Although we could not detect finasteride in room air, given the analytical limits of the study, we estimate that exposure would unlikely exceed 3.6-µg/1000 liters of room air. Nevertheless, since current regulations are based on "no safe limit," use of primary engineering controls and personal protective equipment as appropriate is recommended.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.230
GPT teacher head0.337
Teacher spread0.107 · 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 designBench or experimental
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
Published2020
Admission routes1
Has abstractyes

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