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Record W2084903019 · doi:10.4212/cjhp.v64i1.976

The Year of the Dog

2011· article· en· W2084903019 on OpenAlexvenueno aff
Myrella Roy

Bibliographic record

VenueThe Canadian Journal of Hospital Pharmacy · 2011
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsSummitPharmacyPublic relationsHealth careTechnicianPolitical scienceRevenuePharmacy practiceWorkforceSession (web analytics)BusinessMedical educationMedicineNursing

Abstract

fetched live from OpenAlex

CSHP is visionary in planning its future and that of hospital pharmacy practice. Two CSHP representatives participated in the Pharmacy Practice Model Initiative (PPMI) Summit jointly sponsored by the American Society of Health-System Pharmacists (ASHP) and the ASHP Foundation in late 2010 (www.ashp.org/PPMI). The goal of this initiative is to significantly advance the health and well-being of patients in hospitals and health systems by developing and disseminating optimal pharmacy practice models that are based on the effective use of pharmacists as direct patient care providers. Over 100 invited voting participants reached consensus on more than 160 recommendations affirming the need to move pharmacists closer to patients, to take responsibility for safe use of medications, to ensure a well-developed technician workforce, to widely adopt technology, and to value other stakeholders. The Summit proceedings and briefing papers will be published in the American Journal of Health-System Pharmacy in spring 2011. Last summer CSHP took the next step toward its strategic plan, Vision 2014, by holding a facilitated session with its Council, Branch presidents, and staff members. The findings of a CSHP member survey and an environmental scan were used in revising the Society’s mission, vision, and values and in setting strategic directions to take up the following challenges: develop a highly focused and manageable program and service plan, acquire the needed revenues, rejuvenate the volunteer base, recruit and engage members, and decide on the extent of CSHP’s voice and profile. CSHP Council will approve the 2011–2014 strategic plan at its midterm meeting in March 2011.

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)0.002
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.271
Threshold uncertainty score0.908

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0080.003
Scholarly communication0.0120.007
Open science0.0020.006
Research integrity0.0030.008
Insufficient payload (model declined to judge)0.2710.105

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 head0.123
GPT teacher head0.364
Teacher spread0.241 · 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 designNot applicable
Domainnot available
GenreEditorial

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
Published2011
Admission routes1
Has abstractyes

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