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Record W3173769019 · doi:10.3390/pharmacy9030119

Experience of Patients with COPD of Pharmacists’ Provided Care: A Qualitative Study

2021· article· en· W3173769019 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePharmacy · 2021
Typearticle
Languageen
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsQualitative researchMedicinePharmacistChecklistCOPDPharmacyFamily medicineNursingHealth careEmpathyPsychologyPsychiatry

Abstract

fetched live from OpenAlex

Chronic obstructive pulmonary disease (COPD) is associated with high global morbidity and mortality. Pharmacists are uniquely positioned to provide services which may reduce the burden of this disease on the health system, patients, and their families. The study aimed to understand the perceptions and experiences of patients living with COPD with pharmacists' provided care in COPD diagnosis and management. The study was guided by qualitative description methodology and reported using the consolidated criteria for reporting qualitative research (COREQ) checklist. We conducted semi-structured interviews with 12 participants who were recruited from community pharmacies, seniors' centres, a general practice clinic, and a pulmonary rehabilitation centre. Using qualitative content analysis, we identified categories that revealed great variation in participants' experience of pharmacy care based on the depth of patient-pharmacist engagement. Participants who regarded their pharmacists as an essential member of their healthcare team and those who did not, had contrasting experiences with education, communication, and ability to form connections with their pharmacists. For patients with COPD, it is important that the pharmacist is proactive in engaging patients through effective communication, education/provision of relevant information, identification of patient needs, and consistent provision of care with empathy.

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.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.302
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.042
GPT teacher head0.418
Teacher spread0.376 · 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