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Record W3194468577

An Interior Design Approach to Human Motivation: An Outpatient Rehabilitation Treatment Centre for Orthopedic Patients

2020· dissertation· en· W3194468577 on OpenAlex
Emmanuel Santoyo

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

VenueMspace (University of Manitoba) · 2020
Typedissertation
Languageen
FieldArts and Humanities
TopicArchitecture, Design, and Social History
Canadian institutionsnot available
Fundersnot available
KeywordsOrthopedic surgeryRehabilitationPhysical therapyMedicinePhysical medicine and rehabilitationPsychologySurgery
DOInot available

Abstract

fetched live from OpenAlex

This Master of Interior Design practicum consists of the design of a privately-owned Outpatient Rehabilitation Treatment Centre (ORTC) for Orthopedic surgery patients. The facility is located in the North-West area of Winnipeg, Manitoba, at 1777 Brookside Boulevard. In response to current changes by the Winnipeg Regional Health Authority (WRHA), the facility provides patients with more opportunities in finding local and community-based outpatient rehabilitative services. In order to improve patient outcomes, the ORTC features design strategies that help reduce stress, reduce barriers towards physical activity, enhance motivation, and encourage return visits. The ORTC is a versatile and dynamic space, providing technologically advanced solutions to focus on motivating its users to pursue active lifestyles within the facility and their surrounding community. The practicum investigates theories of human motivation, human behavior, and explores the impact of digital technology and the built environment to support people who are pursuing such active lifestyles and positive health outcomes during physical therapy. Throughout this investigation, an emphasis on the concepts of restorative nature-based features, social support, concepts of freedom, fun, choice, and flexibility is present throughout the built environment.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.207
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
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.037
GPT teacher head0.219
Teacher spread0.182 · 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