Orthostatic Hypotension and Autonomic Pathways after Spinal Cord Injury
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Bibliographic record
Abstract
Individuals with spinal cord injury (SCI) are prone to orthostatic hypotension (OH). We aimed to develop a simple bedside test to evaluate autonomic control following chronic SCI, and to identify those most at risk of OH and cardiovascular dysfunction. We studied 14 subjects with cervical SCI, 11 with thoracic SCI, and 17 able-bodied controls. We continuously recorded heart rate (HR; ECG) and beat-to-beat systolic (SAP), diastolic (DAP) and mean (MAP) arterial pressures (Finometer) while supine, and following the passive assumption of an upright seated position. Stroke volume (SV), cardiac output (CO), and total peripheral resistance (TPR) were calculated. Plasma catecholamines were determined. Motor and sensory loss was assessed using the American Spinal Injury Association (ASIA) impairment scale. Autonomic pathways were assessed from sympathetic skin responses (SSR). Cervical SCI subjects had lower supine HR, SAP, and noradrenaline levels than thoracic SCI and controls (p < 0.05), and lower DAP and MAP than controls (p < 0.05). When upright, HR increased in all groups (p < 0.05); SAP, DAP, and MAP increased (p < 0.01) in thoracic SCI and controls, but not in cervical SCI. Cervical SCI had larger postural falls in SV (p < 0.05) and CO, with smaller increases in TPR than the other two groups. Upright catecholamine levels were lower in cervical SCI (p < 0.05) than thoracic SCI and controls. Completeness of SCI assessed by ASIA scale did not necessarily correlate with autonomic completeness assessed by SSR. Cardiovascular control during orthostasis was impaired and OH was common in cervical SCI, but not thoracic SCI. SSR may identify those at greatest risk of orthostatic hypotension and impaired cardiovascular control. We advocate that assessments of autonomic function be included in the neurological evaluation of SCI, in addition to the ASIA assessment.
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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