COVID-19 associated acute transverse myelitis unresponsive to steroid therapy
Bibliographic record
Abstract
A 63-year-old female presented to hospital with nausea, vomiting and abdominal pain. After primary evaluation, SARS-CoV-2 infection was suspected and confirmed via polymerase chain reaction (PCR) assay. She was started on broad spectrum antibiotics and remdesivir. After 12 days of hospitalization, she reported bilateral weakness and numbness of lower extremities and increased shortness of breath in the absence of fever. MRI with contrast was performed which showed intrinsic spinal cord lesion at the C7-T3 levels suggestive of transverse myelitis. She was started on IV steroids and was transferred to tertiary hospital for higher level of care. On neurological exam, there was an obvious reduction in the power of lower extremities and hyperreflexia was noted. Due to increasing weakness, MRI of cervical and thoracic spine was repeated and subsequently was started on Solu-Medrol 1-gram IV daily for 5 days. She was unresponsive to steroid therapy and refused plasmapheresis. Her course of hospitalization was complicated with acute on chronic renal failure and obstructive uropathy.
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 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 | 0.020 | 0.026 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".