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Record W1708505065 · doi:10.4212/cjhp.v56i5.431

CSHP to the Power of 7

2003· article· en· W1708505065 on OpenAlexvenueaboutno aff
Myrella Roy

Bibliographic record

VenueThe Canadian Journal of Hospital Pharmacy · 2003
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare Systems and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsPower (physics)ManagementDeskPharmacyLibrary scienceExecutive powerAsidePolitical scienceExecutive committeeOperations researchLawEngineeringComputer sciencePoliticsArtEconomics

Abstract

fetched live from OpenAlex

C J H P – Vol. 56, No. 5 – November 2003 J C P H – Vol. 56, n 5 – novembre 2003 closed the books on the 2002/2003 fiscal year with a $174,151 operating surplus. At the Annual General Meeting (AGM) in St. John’s, Desarae Davidson, Conference A d m i n i s t r a t o r , orchestrated a program that involved some 25 speakers, 220 registered pharmacists, and 26 exhibit booths, this in the aftermath of the worst power outage in Canadian history. Janet Lett, Executive Assistant, masterminded 8 business meetings of CSHP’s Executive, Council, and general membership, all held in conjunction with the AGM. In addition to celebrating her 10th anniversary in CSHP’s employ, Gloria Day, Administrative Assistant, shepherded the Canadian Hospital Pharmacy Residency Board through a most productive meeting. Laurie Carquez, Membership Administrator, stepped in at the last minute to assist at the AGM registration desk in St. John’s, temporarily setting aside the quickly accumulating membership renewals (over 1800 as of October 2, 2003). Katral-Nada Hassan, Journal Administrator, produced a special supplement to the Journal on behalf of the Association of Faculties of Pharmacy of Canada. This dedication, to the power of 6, made it easy for me to solve the CSHP’s head office operational equation!

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)0.011
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 score0.226
Threshold uncertainty score0.755

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.004
Scholarly communication0.0070.003
Open science0.0010.005
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.2260.057

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 head0.095
GPT teacher head0.461
Teacher spread0.366 · 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
Published2003
Admission routes2
Has abstractyes

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