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Record W4415420725 · doi:10.3390/healthcare13212657

Concerns, Beliefs and Attitudes of Pharmacists About Medical Cannabis Use in Poland

2025· article· en· W4415420725 on OpenAlexaff
Piotr Merks, Jameason D. Cameron, Justyna Kaźmierczak, Artur Białkowski, Dariusz Świetlik, Mariola Borowska, Waldemar Wierzba, Urszula Bołkun-Skórnicka, Daniel Śliż, Eliza Blicharska, Jarosław Fedorowski, Régis Vaillancourt, Urszula Religioni

Bibliographic record

VenueHealthcare · 2025
Typearticle
Languageen
FieldMedicine
TopicCannabis and Cannabinoid Research
Canadian institutionsChildren's Hospital of Eastern Ontario
Fundersnot available
KeywordsMedical cannabisOpenness to experienceCannabisPharmacyClinical pharmacyMEDLINE

Abstract

fetched live from OpenAlex

INTRODUCTION: The global use of medical cannabis is steadily increasing. In Poland, medical cannabis was legalised in 2017; however, its use remains limited and not widely integrated into clinical practice. This study aimed to explore the attitudes, concerns, and beliefs of pharmacists and pharmacy students regarding the medical use of cannabis. METHODS: A study was conducted in 2021 among 422 pharmacists and pharmacy students in Poland, primarily working in community pharmacies. Data were collected using a custom-designed questionnaire addressing beliefs, concerns, and professional experiences related to medical cannabis. RESULTS: Nearly half of the respondents (48.9%) believe that cannabis should be used exclusively for medical purposes, while 47.6% support its use for both medical and recreational purposes following legalisation. A substantial majority (over 90%) consider cannabis effective for treating adults, with nearly 70% acknowledging its potential for treating children. Over 66% of respondents feel comfortable discussing medical cannabis with patients; however, fewer are confident in providing detailed advice about its use. The findings also highlight concerns about the long-term effects and potential legal implications of dispensing medical cannabis. CONCLUSIONS: Pharmacists and pharmacy students in Poland demonstrate openness to the medical use of cannabis and recognise its therapeutic potential. However, to enhance their ability to advise patients effectively, targeted educational initiatives are needed. These should focus on the clinical applications, safety, and long-term effects of cannabis, alongside strategies for addressing patient concerns and ensuring responsible usage.

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 score0.071
Threshold uncertainty score0.999

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 studies0.0000.000
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 head0.040
GPT teacher head0.419
Teacher spread0.378 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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