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Record W4221062113 · doi:10.1177/19375867221078838

A Comparison of Hospital Area Measurement in Germany, Canada, Australia, and the United States: Part 1

2022· article· en· W4221062113 on OpenAlex
Hannah-Kathrin Silja Viergutz, Michael Apple

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueHERD Health Environments Research & Design Journal · 2022
Typearticle
Languageen
FieldPsychology
TopicFacilities and Workplace Management
Canadian institutionsnot available
Fundersnot available
KeywordsHealth careTerminologyBusinessSpace (punctuation)Operations managementGeographyEnvironmental resource managementEnvironmental planningRegional scienceEconomic growthEngineeringComputer scienceEconomics

Abstract

fetched live from OpenAlex

OBJECTIVES: This article compares national standards for area measurements of healthcare facilities in four countries and examines the risks and differences that can arise when comparing building areas of healthcare facilities internationally. BACKGROUND: In the planning and management of healthcare facilities, the utilization and comparison of building floor areas plays a major role. Differences in terminology, classification, and methodology help to reduce planning and cost risks when applied on a local and national level. The proper allocation of building floor space is vital in the design of room programs, determination of floor space, construction costs, and operating costs. METHODS: Each of the four hospital area measurement standards is compared to discern similarities and differences. RESULTS: Most countries use a three-tier system of hospital area measurement: building gross area, department gross area, and department net area. Few differences were found between country standards for department area, though the German standards do not fully address this tier. Variation is found in whether a country includes certain functions in the hospital area-such as research space, shell space, or central energy plants-which can have a significant impact on the overall hospital area. CONCLUSIONS: This article informs further development of individual country standards and highlights principles to consider for international hospital area comparison.

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)0.012
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.182
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.269
GPT teacher head0.419
Teacher spread0.150 · 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