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Motor Recovery, Functional Status, and Health-Related Quality of Life in Patients With Complete Spinal Cord Injuries

2005· article· en· W2056501672 on OpenAlexaffabout
Charles G. Fisher, Vanessa K. Noonan, Donna Smith, Peter Wing, Marcel F. Dvorak, Brian Kwon

Bibliographic record

VenueSpine · 2005
Typearticle
Languageen
FieldMedicine
TopicSpinal Cord Injury Research
Canadian institutionsVancouver Spine Surgery InstituteUniversity of British ColumbiaVancouver Hospital and Health Sciences Centre
FundersAmerican College of Surgeons
KeywordsMedicineSpinal cord injuryQuality of life (healthcare)ParaplegiaFunctional Independence MeasureSpinal cordRetrospective cohort studyRehabilitationPhysical therapyCohort studyPhysical medicine and rehabilitationSurgeryInternal medicine

Abstract

fetched live from OpenAlex

In Brief Study Design. A retrospective cohort with cross- sectional follow-up. Objectives. The primary objective was to determine motor recovery in patients with complete traumatic spinal cord injury (SCI). Secondary objectives included: 1) determining which factors predict local recovery, 2) assessing functional status using the Functional Independence Measure (FIM), and 3) assessing generic health-related quality of life using the Short Form-36 (SF-36). Summary of Background Data. Motor recovery following complete SCI has been documented in the literature; however, it has been difficult to interpret: 1) spinal shock is often not addressed; 2) the definition of complete SCI has changed over the last 10 years; and 3) few studies differentiate between local neurologic recovery in the zone of partial preservation and neurologic recovery caudal to the lesion. Methods. All patients admitted to Vancouver Hospital with a complete SCI between 1994 and 2001 were identified and included in the study if they remained complete following the resolution of spinal shock. Minimum 2-year follow-up consisted of an ASIA motor score, an FIM, and the SF-36. Results. Of 133 patients identified, 94 were eligible and 70 completed follow-up. For the tetraplegic patients, the average ASIA motor score was 11.9 ± 10.7 on admission and 20.1 ± 10.8 at follow-up, a change reflecting local recovery only. For the paraplegic patients, the average ASIA motor score was 49.3 ± 2.4 on admission and 50.6 ± 1.7 at follow-up. Conclusions. Motor recovery does not occur below the zone of injury for patients with complete SCI. Varying degrees of local recovery can be expected in tetraplegic individuals. The primary objective of this study was to evaluate motor recovery in patients with complete spinal cord injury. Seventy patients (30 with tetraplegia and 40 with paraplegia) admitted to Vancouver Hospital were followed-up at a minimum of 2 years postinjury. Recovery in complete spinal cord injury below the zone of partial preservation was not apparent.

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 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 score0.047
Threshold uncertainty score0.442

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 studies0.0000.000
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 head0.091
GPT teacher head0.380
Teacher spread0.290 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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

Citations83
Published2005
Admission routes2
Has abstractyes

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