Long‐term mechanical ventilation of an 8‐week‐old dog with idiopathic polyradiculoneuritis
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
Abstract A 2‐month‐old labrador retriever diagnosed with progressive polyradiculoneuritis was anaesthetised and mechanically ventilated with the aid of pressure control ventilation due to severe hypoventilation and hypoxaemia. Anaesthesia was maintained with propofol and midazolam constant‐rate infusions (CRIs). Over time, once the patient was showing spontaneous breathing attempts and arterial partial pressure of carbon dioxide was within normal range, ventilatory mode was switched to pressure support ventilation. The anaesthetic protocol was modified to maintain an appropriate level of anaesthesia with a minimum amount of fluid administered. The midazolam CRI was substituted by a sufentanil CRI, followed by a change to a dexmedetomidine CRI. An intensive nursing care protocol was established. Intermittent hyperthermia and peripheral oedema were the main complications observed. Ventilatory support was reduced until the patient was successfully weaned from the ventilator at the third attempt, after 116 hours of ventilatory support.
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.
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 | 0.000 |
| 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