Joint contractures in the intensive care unit: quality of life and function 3.3 years after hospital discharge
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.
Bibliographic record
Abstract
Purpose: To investigate the mortality, quality of life and functional limitations of intensive care unit (ICU) patients with and without joint contractures 3.3 years after discharge from the hospital. Methods: 155 consecutive patients admitted to a primary care referral centre ICU for 2 or more weeks with information on joint range of motion formed a retrospective cohort. The EuroQol and a Joint Contracture Questionnaire were administered to the cohort survivors. Results: Fifty patients returned the questionnaires, 57 did not return the questionnaire, and 48 were deceased. The patients who had died presented significantly more joint contractures in the ICU than the respondents and the non-respondents (p = 0.003 and p = 0.006, respectively). More respondents who reported limitations in their mobility on the EuroQol had joint contractures in ICU 13/18 (72.2%) compared to respondents who did not have contractures 7/21 (33.3%; p = 0.02). Conclusions: Joint contractures in ICU were associated with higher mortality. Patients who spent 2 weeks or more in ICU and developed joint contractures identified more difficulty with mobility 3.3 years after discharge; joint contractures may impose irreversible disability. A strategy to identify and treat joint contractures in ICU may prevent long-term functional limitations.Implications for RehabilitationThe presence of joint contractures was associated with higher mortality more than 3 years after discharge.Joint contractures that developed in ICU were associated with disability for mobility more than 3 years after ICU discharge.Monitoring, detection and early rehabilitation may be critical in treating joint contractures before they become irreversible.These results support prospectively tracking contractures of large joints in the continuum from ICU to hospital to home.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it