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Record W2066201052 · doi:10.1097/phm.0b013e31816178cc

Long-Term Outcomes and Survival of Patients with Bilateral Transtibial Amputations After Rehabilitation

2008· article· en· W2066201052 on OpenAlex
Heather L. Mac Neill, Michael Devlin, Tim Pauley, A. A. Yudin

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueAmerican Journal of Physical Medicine & Rehabilitation · 2008
Typearticle
Languageen
FieldEngineering
TopicProsthetics and Rehabilitation Robotics
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineRehabilitationAmputationPhysical therapyActivities of daily livingTelephone interviewLife expectancySurgeryPopulation

Abstract

fetched live from OpenAlex

OBJECTIVE: To examine long-term outcomes and survival of patients after bilateral transtibial amputation (BTTA). DESIGN: A retrospective chart review and a cross-sectional interview was conducted at Amputee Rehabilitation Service, West Park Healthcare Centre, Toronto, Canada, with consecutive diabetic or vascular BTTA patients (n = 82) admitted for rehabilitation from 1998 to 2003. Main outcome measures included the Houghton scale of prosthetic use, SF-12, Frenchay Activities Index, and qualitative measurement of activities of daily living (ADL). RESULTS: Of 82 patients admitted for BTTA rehabilitation, 34 patients were interviewed an average of 3.7 yrs after amputation. Another 32 patients had died. Life expectancy was 4.2 yrs beyond rehabilitation discharge (Kaplan-Meier survival analysis). The mean modified Houghton score at telephone follow-up was 6.3 (maximum score of 9), with a significant improvement from rehabilitation discharge to follow-up (P = 0.001). Eighty-five percent were still wearing prostheses regularly and were walking. Most remained independent in ADLs. CONCLUSIONS: Patients undergoing rehabilitation for BTTA continue to do well at long-term follow-up and to survive, on average, for more than 4 yrs after discharge. Therefore, they should be given strong consideration for prosthetic fitting.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.054
Threshold uncertainty score0.521

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.005
GPT teacher head0.233
Teacher spread0.228 · 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