Direct Health Care Costs After Traumatic Spinal Cord Injury
Bibliographic record
Abstract
BACKGROUND: The objective was to quantify direct health care costs attributable to traumatic spinal cord injury (SCI). METHODS: This population-based cohort study followed individuals with SCI from date of injury to 6 years postinjury. SCI cases were matched to a comparison group randomly selected from the general population. Administrative data from a Canadian province with a universal publicly funded health care system and centralized health databases were used. Costs included hospitalizations, physician services, home care, and long-term care. RESULTS: Attributable costs in the first year were $121,600 (2002 $CDN) per person with a complete SCI, and $42,100 per person with an incomplete injury. In the subsequent 5 years, annual costs were $5,400 and $2,800 for persons with complete and incomplete SCIs, respectively. CONCLUSION: Direct costs in the first year after SCI are substantial. In the subsequent 5 years, individuals with SCI will continue to accrue greater costs than the general public.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".